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import copy
import re
from pathlib import Path
from textwrap import dedent
from typing import Any, Tuple
from pytest import mark, param, raises
from omegaconf import (
II,
SI,
AnyNode,
Container,
DictConfig,
IntegerNode,
ListConfig,
Node,
OmegaConf,
StringNode,
ValidationError,
)
from omegaconf._utils import _ensure_container
from omegaconf.errors import InterpolationKeyError
from omegaconf.errors import InterpolationResolutionError
from omegaconf.errors import InterpolationResolutionError as IRE
from omegaconf.errors import InterpolationValidationError, ReadonlyConfigError
from omegaconf.nodes import InterpolationResultNode
from tests import (
Color,
MissingDict,
MissingList,
StructuredWithMissing,
SubscriptedList,
User,
)
from tests.interpolation import dereference_node
# file deepcode ignore CopyPasteError:
# The above comment is a statement to stop DeepCode from raising a warning on
# lines that do equality checks of the form
# c.k == c.k
def test_interpolation_with_missing() -> None:
cfg = OmegaConf.create(
{
"a": "${x.missing}.txt",
"b": "${x.missing}",
"x": {"missing": "???"},
}
)
assert OmegaConf.is_missing(cfg.x, "missing")
assert not OmegaConf.is_missing(cfg, "a")
assert not OmegaConf.is_missing(cfg, "b")
def test_assign_to_interpolation() -> None:
cfg = OmegaConf.create(
{"foo": 10, "bar": "${foo}", "typed_bar": IntegerNode("${foo}")}
)
assert OmegaConf.is_interpolation(cfg, "bar")
assert cfg.bar == 10
assert cfg.typed_bar == 10
# assign regular field
cfg.bar = 20
assert not OmegaConf.is_interpolation(cfg, "bar")
with raises(ValidationError):
cfg.typed_bar = "nope"
cfg.typed_bar = 30
assert cfg.foo == 10
assert cfg.bar == 20
assert cfg.typed_bar == 30
def test_merge_with_interpolation() -> None:
cfg = OmegaConf.create(
{
"foo": 10,
"bar": "${foo}",
"typed_bar": IntegerNode("${foo}"),
}
)
assert OmegaConf.merge(cfg, {"bar": 20}) == {"foo": 10, "bar": 20, "typed_bar": 10}
assert OmegaConf.merge(cfg, {"typed_bar": 30}) == {
"foo": 10,
"bar": 10,
"typed_bar": 30,
}
with raises(ValidationError):
OmegaConf.merge(cfg, {"typed_bar": "nope"})
def test_non_container_interpolation() -> None:
cfg = OmegaConf.create({"foo": 0, "bar": "${foo.baz}"})
with raises(InterpolationResolutionError):
cfg.bar
def test_indirect_interpolation() -> None:
d = {
"a": {"aa": 10},
"b": "${a}",
"c": "${b.aa}",
}
cfg = OmegaConf.create(d)
assert cfg.c == 10
assert OmegaConf.to_container(cfg, resolve=True) == {
"a": {"aa": 10},
"b": {"aa": 10},
"c": 10,
}
def test_indirect_interpolation2() -> None:
d = {
"a": {"aa": 10},
"b": "${a.aa}",
"c": "${b}",
}
cfg = OmegaConf.create(d)
assert cfg.c == 10
assert OmegaConf.to_container(cfg, resolve=True) == {
"a": {"aa": 10},
"b": 10,
"c": 10,
}
@mark.parametrize(
"cfg",
[
param({"a": "${b}", "b": "string", "s": "foo_${b}"}, id="str"),
param({"a": "${b}", "b": True, "s": "foo_${b}"}, id="bool"),
param({"a": "${b}", "b": 10, "s": "foo_${b}"}, id="int"),
param({"a": "${b}", "b": 3.14, "s": "foo_${b}"}, id="float"),
param({"a": "${b}", "b": Color.RED, "s": "foo_${b}"}, id="enum"),
param({"a": "${b}", "b": b"binary", "s": "foo_${b}"}, id="bytes"),
param({"a": "${b}", "b": Path("hello.txt"), "s": "foo_${b}"}, id="path"),
],
)
def test_type_inherit_type(cfg: Any) -> None:
cfg = _ensure_container(cfg)
assert isinstance(cfg.a, type(cfg.b))
assert type(cfg.s) == str # check that string interpolations are always strings
def test_interpolation_in_list_key_error() -> None:
# Test that a KeyError is thrown if an str_interpolation key is not available
c = OmegaConf.create(["${10}"])
with raises(InterpolationKeyError):
c[0]
def test_unsupported_interpolation_type() -> None:
c = OmegaConf.create({"foo": "${wrong_type:ref}"})
with raises(ValueError):
c.foo
def test_incremental_dict_with_interpolation() -> None:
conf = OmegaConf.create()
conf.a = 1
conf.b = OmegaConf.create()
conf.b.c = "${a}"
assert conf.b.c == conf.a # type:ignore
@mark.parametrize(
"cfg,node_key,key,expected",
[
param({"a": 10}, "", "", ({"a": 10}, "")),
param({"a": 10}, "", ".", ({"a": 10}, "")),
param({"a": 10}, "", "a", ({"a": 10}, "a")),
param({"a": 10}, "", ".a", ({"a": 10}, "a")),
param({"a": {"b": 10}}, "a", ".", ({"b": 10}, "")),
param({"a": {"b": 10}}, "a", ".b", ({"b": 10}, "b")),
param({"a": {"b": 10}}, "a", "..", ({"a": {"b": 10}}, "")),
param({"a": {"b": 10}}, "a", "..a", ({"a": {"b": 10}}, "a")),
param({"a": {"b": {"c": 10}}}, "a.b", ".", ({"c": 10}, "")),
param({"a": {"b": {"c": 10}}}, "a.b", "..", ({"b": {"c": 10}}, "")),
param({"a": {"b": {"c": 10}}}, "a.b", "...", ({"a": {"b": {"c": 10}}}, "")),
],
)
def test_resolve_key_and_root(
cfg: Any, node_key: str, key: str, expected: Tuple[Node, str]
) -> None:
cfg = _ensure_container(cfg)
node: Container = OmegaConf.select(cfg, node_key)
assert node._resolve_key_and_root(key) == expected
@mark.parametrize("copy_func", [copy.copy, copy.deepcopy])
@mark.parametrize(
"data,key",
[
param({"a": 10, "b": "${a}"}, "b", id="dict"),
param([10, "${0}"], 1, id="list"),
],
)
def test_interpolation_after_copy(copy_func: Any, data: Any, key: Any) -> None:
dict_cfg = OmegaConf.create(data)
assert copy_func(dict_cfg._get_node(key))._dereference_node() == 10
def test_resolve_interpolation_without_parent() -> None:
with raises(
IRE, match=re.escape("Cannot resolve interpolation for a node without a parent")
):
DictConfig(content="${foo}")._dereference_node()
def test_resolve_interpolation_without_parent_no_throw() -> None:
cfg = DictConfig(content="${foo}")
assert cfg._maybe_dereference_node() is None
def test_optional_after_interpolation() -> None:
cfg = OmegaConf.structured(StructuredWithMissing(opt_num=II("num")))
# Ensure that we can set an optional field to `None` even when it currently
# points to a non-optional field.
cfg.opt_num = None
@mark.parametrize("ref", ["missing", "invalid"])
def test_invalid_intermediate_result_when_not_throwing(
ref: str, restore_resolvers: Any
) -> None:
"""
Test the handling of missing / resolution failures in nested interpolations.
The main goal of this test is to make sure that the resolution of an interpolation
is stopped immediately when a missing / resolution failure occurs, even if
`_maybe_dereference_node(throw_on_resolution_failure=False)` is used
instead of `_dereference_node`.
When this happens while dereferencing a node, the result should be `None`.
"""
def fail_if_called(x: Any) -> None:
assert False
OmegaConf.register_new_resolver("fail_if_called", fail_if_called)
cfg = OmegaConf.create(
{
"x": "${fail_if_called:${%s}}" % ref,
"missing": "???",
}
)
x_node = cfg._get_node("x")
assert isinstance(x_node, Node)
assert x_node._maybe_dereference_node(throw_on_resolution_failure=False) is None
def test_none_value_in_quoted_string(restore_resolvers: Any) -> None:
OmegaConf.register_new_resolver("test", lambda x: x)
cfg = OmegaConf.create({"x": "${test:'${missing}'}", "missing": None})
assert cfg.x == "None"
@mark.parametrize(
("cfg", "key", "expected_value", "expected_node_type"),
[
param(
User(name="Bond", age=SI("${cast:int,'7'}")),
"age",
7,
InterpolationResultNode,
id="expected_type",
),
param(
# This example specifically test the case where intermediate resolver results
# cannot be cast to the same type as the key.
User(name="Bond", age=SI("${cast:int,${drop_last:${drop_last:7xx}}}")),
"age",
7,
InterpolationResultNode,
id="intermediate_type_mismatch_ok",
),
param(
# This example relies on the automatic casting of a string to int when
# assigned to an IntegerNode.
User(name="Bond", age=SI("${cast:str,'7'}")),
"age",
7,
InterpolationResultNode,
id="convert_str_to_int",
),
param(
MissingList(list=SI("${oc.create:[a, b, c]}")),
"list",
ListConfig(["a", "b", "c"]),
ListConfig,
id="list_str",
),
param(
MissingDict(dict=SI("${oc.create:{key1: val1, key2: val2}}")),
"dict",
DictConfig({"key1": "val1", "key2": "val2"}),
DictConfig,
id="dict_str",
),
],
)
def test_interpolation_type_validated_ok(
cfg: Any,
key: str,
expected_value: Any,
expected_node_type: Any,
common_resolvers: Any,
) -> Any:
def drop_last(s: str) -> str:
return s[0:-1] # drop last character from string `s`
OmegaConf.register_new_resolver("drop_last", drop_last)
cfg = OmegaConf.structured(cfg)
val = cfg[key]
assert val == expected_value
assert type(val) is type(expected_value)
node = cfg._get_node(key)
assert isinstance(node, Node)
assert isinstance(node._dereference_node(), expected_node_type)
@mark.parametrize(
("cfg", "key", "expected_error"),
[
param(
User(name="Bond", age=SI("${cast:str,seven}")),
"age",
raises(
InterpolationValidationError,
match=re.escape(
dedent(
"""\
Value 'seven' of type 'str' could not be converted to Integer
full_key: age
"""
)
),
),
id="type_mismatch_resolver",
),
param(
User(name="Bond", age=SI("${name}")),
"age",
raises(
InterpolationValidationError,
match=re.escape(
"'Bond' of type 'str' could not be converted to Integer"
),
),
id="type_mismatch_node_interpolation",
),
param(
StructuredWithMissing(opt_num=None, num=II("opt_num")),
"num",
raises(
InterpolationValidationError,
match=re.escape(
"While dereferencing interpolation '${opt_num}': Incompatible value 'None' for field of type 'int'"
),
),
id="non_optional_node_interpolation",
),
],
)
def test_interpolation_type_validated_error(
cfg: Any,
key: str,
expected_error: Any,
common_resolvers: Any,
) -> None:
cfg = OmegaConf.structured(cfg)
with expected_error:
cfg[key]
assert OmegaConf.select(cfg, key, throw_on_resolution_failure=False) is None
@mark.parametrize(
("cfg", "key", "expected_value", "expected_node_type"),
[
param(
MissingList(list=SI("${oc.create:[0, 1, 2]}")),
"list",
[0, 1, 2],
ListConfig,
id="list_int_to_str",
),
param(
MissingDict(dict=SI("${oc.create:{a: 0, b: 1}}")),
"dict",
{"a": 0, "b": 1},
DictConfig,
id="dict_int_to_str",
),
param(
SubscriptedList(list=SI("${oc.create:[a, b]}")),
"list",
["a", "b"],
ListConfig,
id="list_type_mismatch",
),
param(
MissingDict(dict=SI("${oc.create:{0: b, 1: d}}")),
"dict",
{0: "b", 1: "d"},
DictConfig,
id="dict_key_type_mismatch",
),
],
)
def test_interpolation_type_not_validated(
cfg: Any,
key: str,
expected_value: Any,
expected_node_type: Any,
) -> Any:
cfg = OmegaConf.structured(cfg)
val = cfg[key]
assert val == expected_value
node = cfg._get_node(key)
assert isinstance(node, Node)
assert isinstance(node._dereference_node(), expected_node_type)
def test_type_validation_error_no_throw() -> None:
cfg = OmegaConf.structured(User(name="Bond", age=SI("${name}")))
bad_node = cfg._get_node("age")
assert bad_node._maybe_dereference_node() is None
@mark.parametrize(
("cfg", "key"),
[
param({"a": {"a": "${a}"}}, "a.a"),
param({"a": {"a": "${..a}"}}, "a.a"),
],
)
def test_parent_interpolation(cfg: Any, key: str) -> None:
cfg = OmegaConf.create(cfg)
with raises(IRE, match=re.escape("Interpolation to parent node detected")):
OmegaConf.select(cfg, key)
@mark.parametrize(
("cfg", "key", "expected"),
[
param({"a": "${a}"}, "a", IRE, id="self_interpolation"),
param({"a": "${b}", "b": "${a}"}, "a", IRE, id="ping-pong"),
param({"a": {"a": "${b}"}, "b": "${a.a}"}, "a.a", IRE, id="ping-pong"),
param({"a": {"a": "${.a}"}}, "a.a", IRE, id="self-relative"),
param({"a": "${b}", "b": "${a.a}"}, "a.a", IRE, id="pass-through"),
# quoted strings
param({"a": "${oc.decode:'${a}'}"}, "a", IRE, id="quoted"),
# custom resolver
param({"a": "${foo:${a}}"}, "a", IRE, id="custom-resolver"),
param({"a": "${foo:${foo:${a}}}"}, "a", IRE, id="custom-resolver"),
# string interpolation
param({"a": "x ${a}"}, "a", IRE, id="str-inter"),
param({"a": "${b}_${c}", "b": "10", "c": 20}, "a", "10_20", id="str-inter"),
param({"a": "A", "b": "${a}_${a}"}, "b", "A_A", id="str-inter"),
],
)
def test_circular_interpolation(cfg: Any, key: str, expected: Any) -> None:
cfg = OmegaConf.create(cfg)
if isinstance(expected, type):
with raises(expected, match=re.escape("Recursive interpolation detected")):
OmegaConf.select(cfg, key)
else:
assert OmegaConf.select(cfg, key) == expected
@mark.parametrize(
"node_type",
[
param(lambda x: x, id="untyped"),
param(AnyNode, id="any"),
param(StringNode, id="str"),
],
)
@mark.parametrize(
("value", "expected"),
[
param(r"\${foo}", "${foo}", id="escaped_interpolation_1"),
param(r"\${foo", "${foo", id="escaped_interpolation_2"),
param(r"$${y1}", "${foo}", id="string_interpolation_1"),
param(r"$${y2}", "${foo", id="string_interpolation_2"),
# This passes to `oc.decode` the string with characters: '\${foo}' which
# is then resolved into: ${foo}
param(r"${oc.decode:'\'\\\${foo}\''}", "${foo}", id="resolver_1"),
param(r"${oc.decode:'\'\\\${foo\''}", "${foo", id="resolver_2"),
],
)
def test_interpolation_like_result_is_not_an_interpolation(
node_type: Any, value: str, expected: str
) -> None:
cfg = OmegaConf.create({"x": node_type(value), "y1": "{foo}", "y2": "{foo"})
assert cfg.x == expected
# Check that the resulting node is not considered to be an interpolation.
resolved_node = dereference_node(cfg, "x")
assert not resolved_node._is_interpolation()
# Check that the resulting node is read-only.
with raises(ReadonlyConfigError):
resolved_node._set_value("foo")
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