numpydantic/tests/test_serialization.py

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2024-09-24 00:30:06 +00:00
"""
Test serialization-specific functionality that doesn't need to be
applied across every interface (use test_interface/test_interfaces for that
"""
import pdb
import h5py
import pytest
from pathlib import Path
from typing import Callable
import numpy as np
import json
@pytest.fixture(scope="module")
def hdf5_at_path() -> Callable[[Path], None]:
_path = ""
def _hdf5_at_path(path: Path) -> None:
nonlocal _path
_path = path
h5f = h5py.File(path, "w")
_ = h5f.create_dataset("/data", data=np.array([[1, 2], [3, 4]]))
_ = h5f.create_dataset("subpath/to/dataset", data=np.array([[1, 2], [4, 5]]))
h5f.close()
yield _hdf5_at_path
Path(_path).unlink(missing_ok=True)
def test_relative_path(hdf5_at_path, tmp_output_dir, model_blank):
"""
By default, we should make all paths relative to the cwd
"""
out_path = tmp_output_dir / "relative.h5"
hdf5_at_path(out_path)
model = model_blank(array=(out_path, "/data"))
rt = model.model_dump_json(round_trip=True)
file = json.loads(rt)["array"]["file"]
# should not be absolute
assert not Path(file).is_absolute()
# should be relative to cwd
out_file = (Path.cwd() / file).resolve()
assert out_file == out_path.resolve()
def test_relative_to_path(hdf5_at_path, tmp_output_dir, model_blank):
"""
When explicitly passed a path to be ``relative_to`` ,
relative to that instead of cwd
"""
out_path = tmp_output_dir / "relative.h5"
relative_to_path = Path(__file__) / "fake_dir" / "sub_fake_dir"
expected_path = "../../../__tmp__/relative.h5"
hdf5_at_path(out_path)
model = model_blank(array=(out_path, "/data"))
rt = model.model_dump_json(
round_trip=True, context={"relative_to": str(relative_to_path)}
)
data = json.loads(rt)["array"]
file = data["file"]
# should not be absolute
assert not Path(file).is_absolute()
# should be expected path and reach the file
assert file == expected_path
assert (relative_to_path / file).resolve() == out_path.resolve()
# we shouldn't have touched `/data` even though it is pathlike
assert data["path"] == "/data"
def test_relative_to_path(hdf5_at_path, tmp_output_dir, model_blank):
"""
When told, we make paths absolute
"""
out_path = tmp_output_dir / "relative.h5"
expected_dataset = "subpath/to/dataset"
hdf5_at_path(out_path)
model = model_blank(array=(out_path, expected_dataset))
rt = model.model_dump_json(round_trip=True, context={"absolute_paths": True})
data = json.loads(rt)["array"]
file = data["file"]
# should be absolute and equal to out_path
assert Path(file).is_absolute()
assert Path(file) == out_path.resolve()
# shouldn't have absolutized subpath even if it's pathlike
assert data["path"] == expected_dataset