omegaconf / tests /test_omegaconf.py
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from typing import Any
import pytest
from pytest import raises
from omegaconf import (
MISSING,
BooleanNode,
DictConfig,
EnumNode,
FloatNode,
IntegerNode,
ListConfig,
MissingMandatoryValue,
OmegaConf,
StringNode,
)
from omegaconf.errors import UnsupportedInterpolationType
from . import Color, ConcretePlugin, IllegalType, StructuredWithMissing, does_not_raise
@pytest.mark.parametrize( # type: ignore
"cfg, key, expected_is_missing, expectation",
[
({}, "foo", False, does_not_raise()),
({"foo": True}, "foo", False, does_not_raise()),
({"foo": MISSING}, "foo", True, raises(MissingMandatoryValue)),
(
{"foo": "${bar}", "bar": MISSING},
"foo",
True,
raises(MissingMandatoryValue),
),
(
{"foo": "${unknown_resolver:foo}"},
"foo",
False,
raises(UnsupportedInterpolationType),
),
({"foo": StringNode(value="???")}, "foo", True, raises(MissingMandatoryValue)),
(
{"foo": StringNode(value="???"), "inter": "${foo}"},
"inter",
True,
raises(MissingMandatoryValue),
),
(StructuredWithMissing, "num", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "opt_num", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "dict", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "opt_dict", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "list", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "opt_list", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "user", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "opt_user", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "inter_user", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "inter_opt_user", True, raises(MissingMandatoryValue)),
(StructuredWithMissing, "inter_num", True, raises(MissingMandatoryValue)),
],
)
def test_is_missing(
cfg: Any, key: str, expected_is_missing: bool, expectation: Any
) -> None:
cfg = OmegaConf.create(cfg)
with expectation:
cfg.get(key)
assert OmegaConf.is_missing(cfg, key) == expected_is_missing
OmegaConf.set_struct(cfg, True)
assert OmegaConf.is_missing(cfg, key) == expected_is_missing
OmegaConf.set_readonly(cfg, True)
assert OmegaConf.is_missing(cfg, key) == expected_is_missing
def test_is_missing_resets() -> None:
cfg = OmegaConf.structured(StructuredWithMissing)
assert OmegaConf.is_missing(cfg, "dict")
cfg.dict = {}
assert not OmegaConf.is_missing(cfg, "dict")
assert OmegaConf.is_missing(cfg, "list")
cfg.list = [1, 2, 3]
assert not OmegaConf.is_missing(cfg, "list")
cfg.list = "???"
assert OmegaConf.is_missing(cfg, "list")
@pytest.mark.parametrize( # type: ignore
"cfg, expected",
[
(None, False),
({}, False),
([], False),
("aa", False),
(10, False),
(True, False),
(bool, False),
(StringNode("foo"), False),
(ConcretePlugin, False),
(ConcretePlugin(), False),
(OmegaConf.create({}), True),
(OmegaConf.create([]), True),
(OmegaConf.structured(ConcretePlugin), True),
(OmegaConf.structured(ConcretePlugin()), True),
],
)
def test_is_config(cfg: Any, expected: bool) -> None:
assert OmegaConf.is_config(cfg) == expected
@pytest.mark.parametrize( # type: ignore
"cfg, expected",
[
(None, False),
({}, False),
([], False),
("aa", False),
(10, False),
(True, False),
(bool, False),
(StringNode("foo"), False),
(ConcretePlugin, False),
(ConcretePlugin(), False),
(OmegaConf.create({}), False),
(OmegaConf.create([]), True),
(OmegaConf.structured(ConcretePlugin), False),
(OmegaConf.structured(ConcretePlugin()), False),
],
)
def test_is_list(cfg: Any, expected: bool) -> None:
assert OmegaConf.is_list(cfg) == expected
@pytest.mark.parametrize( # type: ignore
"cfg, expected",
[
(None, False),
({}, False),
([], False),
("aa", False),
(10, False),
(True, False),
(bool, False),
(StringNode("foo"), False),
(ConcretePlugin, False),
(ConcretePlugin(), False),
(OmegaConf.create({}), True),
(OmegaConf.create([]), False),
(OmegaConf.structured(ConcretePlugin), True),
(OmegaConf.structured(ConcretePlugin()), True),
],
)
def test_is_dict(cfg: Any, expected: bool) -> None:
assert OmegaConf.is_dict(cfg) == expected
@pytest.mark.parametrize("is_optional", [True, False]) # type: ignore
@pytest.mark.parametrize( # type: ignore
"fac",
[
(
lambda is_optional, missing: StringNode(
value="foo" if not missing else "???", is_optional=is_optional
)
),
(
lambda is_optional, missing: IntegerNode(
value=10 if not missing else "???", is_optional=is_optional
)
),
(
lambda is_optional, missing: FloatNode(
value=10 if not missing else "???", is_optional=is_optional
)
),
(
lambda is_optional, missing: BooleanNode(
value=True if not missing else "???", is_optional=is_optional
)
),
(
lambda is_optional, missing: EnumNode(
enum_type=Color,
value=Color.RED if not missing else "???",
is_optional=is_optional,
)
),
(
lambda is_optional, missing: ListConfig(
content=[1, 2, 3] if not missing else "???", is_optional=is_optional
)
),
(
lambda is_optional, missing: DictConfig(
content={"foo": "bar"} if not missing else "???",
is_optional=is_optional,
)
),
(
lambda is_optional, missing: DictConfig(
ref_type=ConcretePlugin,
content=ConcretePlugin() if not missing else "???",
is_optional=is_optional,
)
),
],
)
def test_is_optional(fac: Any, is_optional: bool) -> None:
obj = fac(is_optional, False)
assert OmegaConf.is_optional(obj) == is_optional
cfg = OmegaConf.create({"node": obj})
assert OmegaConf.is_optional(cfg, "node") == is_optional
obj = fac(is_optional, True)
assert OmegaConf.is_optional(obj) == is_optional
cfg = OmegaConf.create({"node": obj})
assert OmegaConf.is_optional(cfg, "node") == is_optional
@pytest.mark.parametrize("is_none", [True, False]) # type: ignore
@pytest.mark.parametrize( # type: ignore
"fac",
[
(lambda none: StringNode(value="foo" if not none else None, is_optional=True)),
(lambda none: IntegerNode(value=10 if not none else None, is_optional=True)),
(lambda none: FloatNode(value=10 if not none else None, is_optional=True)),
(lambda none: BooleanNode(value=True if not none else None, is_optional=True)),
(
lambda none: EnumNode(
enum_type=Color,
value=Color.RED if not none else None,
is_optional=True,
)
),
(
lambda none: ListConfig(
content=[1, 2, 3] if not none else None, is_optional=True
)
),
(
lambda none: DictConfig(
content={"foo": "bar"} if not none else None, is_optional=True
)
),
(
lambda none: DictConfig(
ref_type=ConcretePlugin,
content=ConcretePlugin() if not none else None,
is_optional=True,
)
),
],
)
def test_is_none(fac: Any, is_none: bool) -> None:
obj = fac(is_none)
assert OmegaConf.is_none(obj) == is_none
cfg = OmegaConf.create({"node": obj})
assert OmegaConf.is_none(cfg, "node") == is_none
@pytest.mark.parametrize(
"fac", # type: ignore
[
(
lambda inter: StringNode(
value="foo" if inter is None else inter, is_optional=True
)
),
(
lambda inter: IntegerNode(
value=10 if inter is None else inter, is_optional=True
)
),
(
lambda inter: FloatNode(
value=10 if inter is None else inter, is_optional=True
)
),
(
lambda inter: BooleanNode(
value=True if inter is None else inter, is_optional=True
)
),
(
lambda inter: EnumNode(
enum_type=Color,
value=Color.RED if inter is None else inter,
is_optional=True,
)
),
(
lambda inter: ListConfig(
content=[1, 2, 3] if inter is None else inter, is_optional=True
)
),
(
lambda inter: DictConfig(
content={"foo": "bar"} if inter is None else inter, is_optional=True
)
),
(
lambda inter: DictConfig(
ref_type=ConcretePlugin,
content=ConcretePlugin() if inter is None else inter,
is_optional=True,
)
),
],
ids=[
"StringNode",
"IntegerNode",
"FloatNode",
"BooleanNode",
"EnumNode",
"ListConfig",
"DictConfig",
"ConcretePlugin",
],
)
def test_is_interpolation(fac):
obj = fac(inter=None)
assert not OmegaConf.is_interpolation(obj)
cfg = OmegaConf.create({"node": obj})
assert not OmegaConf.is_interpolation(cfg, "node")
assert not OmegaConf.is_interpolation(cfg, "missing")
for inter in ["${foo}", "http://${url}", "${resolver:value}"]:
obj = fac(inter=inter)
assert OmegaConf.is_interpolation(obj)
cfg = OmegaConf.create({"node": obj})
assert OmegaConf.is_interpolation(cfg, "node")
@pytest.mark.parametrize( # type: ignore
"cfg, type_",
[
({"foo": 10}, int),
({"foo": 10.0}, float),
({"foo": True}, bool),
({"foo": "bar"}, str),
({"foo": None}, type(None)),
({"foo": ConcretePlugin()}, ConcretePlugin),
({"foo": ConcretePlugin}, ConcretePlugin),
({"foo": {}}, dict),
({"foo": OmegaConf.create()}, dict),
({"foo": []}, list),
({"foo": OmegaConf.create([])}, list),
],
)
def test_get_type(cfg: Any, type_: Any) -> None:
cfg = OmegaConf.create(cfg)
assert OmegaConf.get_type(cfg, "foo") == type_
@pytest.mark.parametrize( # type: ignore
"obj, type_",
[
(10, int),
(10.0, float),
(True, bool),
("foo", str),
(DictConfig(content={}), dict),
(ListConfig(content=[]), list),
(IllegalType, IllegalType),
(IllegalType(), IllegalType),
],
)
def test_get_type_on_raw(obj: Any, type_: Any) -> None:
assert OmegaConf.get_type(obj) == type_
def test_is_issubclass() -> None:
cfg = OmegaConf.structured(ConcretePlugin)
t = OmegaConf.get_type(cfg)
assert t is not None and issubclass(t, ConcretePlugin)