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import copy
from typing import Any, Dict, List
from pytest import fixture, lazy_fixture, mark, param
from omegaconf import OmegaConf
from omegaconf._utils import ValueKind, _is_missing_literal, get_value_kind
def build_dict(
d: Dict[str, Any], depth: int, width: int, leaf_value: Any = 1
) -> Dict[str, Any]:
if depth == 0:
for i in range(width):
d[f"key_{i}"] = leaf_value
else:
for i in range(width):
c: Dict[str, Any] = {}
d[f"key_{i}"] = c
build_dict(c, depth - 1, width, leaf_value)
return d
def build_list(length: int, val: Any = 1) -> List[int]:
return [val] * length
@fixture(scope="module")
def large_dict() -> Any:
return build_dict({}, 11, 2)
@fixture(scope="module")
def small_dict() -> Any:
return build_dict({}, 5, 2)
@fixture(scope="module")
def dict_with_list_leaf() -> Any:
return build_dict({}, 5, 2, leaf_value=[1, 2])
@fixture(scope="module")
def small_dict_config(small_dict: Any) -> Any:
return OmegaConf.create(small_dict)
@fixture(scope="module")
def dict_config_with_list_leaf(dict_with_list_leaf: Any) -> Any:
return OmegaConf.create(dict_with_list_leaf)
@fixture(scope="module")
def large_dict_config(large_dict: Any) -> Any:
return OmegaConf.create(large_dict)
@fixture(scope="module")
def merge_data(small_dict: Any) -> Any:
return [OmegaConf.create(small_dict) for _ in range(5)]
@fixture(scope="module")
def small_list() -> Any:
return build_list(3, 1)
@fixture(scope="module")
def small_listconfig(small_list: Any) -> Any:
return OmegaConf.create(small_list)
@mark.parametrize(
"data",
[
lazy_fixture("small_dict"), # type: ignore
lazy_fixture("large_dict"), # type: ignore
lazy_fixture("small_dict_config"), # type: ignore
lazy_fixture("large_dict_config"), # type: ignore
lazy_fixture("dict_config_with_list_leaf"), # type: ignore
],
)
def test_omegaconf_create(data: Any, benchmark: Any) -> None:
benchmark(OmegaConf.create, data)
@mark.parametrize(
"merge_function",
[
param(OmegaConf.merge, id="merge"),
param(OmegaConf.unsafe_merge, id="unsafe_merge"),
],
)
def test_omegaconf_merge(merge_function: Any, merge_data: Any, benchmark: Any) -> None:
benchmark(merge_function, merge_data)
@mark.parametrize(
"lst",
[
lazy_fixture("small_list"), # type: ignore
lazy_fixture("small_listconfig"), # type: ignore
],
)
def test_list_in(lst: List[Any], benchmark: Any) -> None:
benchmark(lambda seq, val: val in seq, lst, 10)
@mark.parametrize(
"lst",
[
lazy_fixture("small_list"), # type: ignore
lazy_fixture("small_listconfig"), # type: ignore
],
)
def test_list_iter(lst: List[Any], benchmark: Any) -> None:
def iterate(seq: Any) -> None:
for _ in seq:
pass
benchmark(iterate, lst)
@mark.parametrize(
"strict_interpolation_validation",
[True, False],
)
@mark.parametrize(
("value", "expected"),
[
("simple", ValueKind.VALUE),
("${a}", ValueKind.INTERPOLATION),
("${a:b,c,d}", ValueKind.INTERPOLATION),
("${${b}}", ValueKind.INTERPOLATION),
("${a:${b}}", ValueKind.INTERPOLATION),
("${long_string1xxx}_${long_string2xxx:${key}}", ValueKind.INTERPOLATION),
(
"${a[1].a[1].a[1].a[1].a[1].a[1].a[1].a[1].a[1].a[1].a[1]}",
ValueKind.INTERPOLATION,
),
],
)
def test_get_value_kind(
strict_interpolation_validation: bool, value: Any, expected: Any, benchmark: Any
) -> None:
assert benchmark(get_value_kind, value, strict_interpolation_validation) == expected
def test_is_missing_literal(benchmark: Any) -> None:
assert benchmark(_is_missing_literal, "???")
@mark.parametrize("force_add", [False, True])
@mark.parametrize("key", ["a", "a.a.a.a.a.a.a.a.a.a.a"])
def test_update_force_add(
large_dict_config: Any, key: str, force_add: bool, benchmark: Any
) -> None:
cfg = copy.deepcopy(large_dict_config) # this test modifies the config
if force_add:
OmegaConf.set_struct(cfg, True)
def recursive_is_struct(node: Any) -> None:
if OmegaConf.is_config(node):
OmegaConf.is_struct(node)
for val in node.values():
recursive_is_struct(val)
recursive_is_struct(cfg)
benchmark(OmegaConf.update, cfg, key, 10, force_add=force_add)
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