mirror of
https://github.com/p2p-ld/numpydantic.git
synced 2024-11-14 18:54:28 +00:00
tests for testing helpers
This commit is contained in:
parent
5268884050
commit
b0a63af95a
4 changed files with 70 additions and 12 deletions
|
@ -190,21 +190,21 @@ class ValidationCase(BaseModel):
|
||||||
Raises:
|
Raises:
|
||||||
ValueError: if an ``interface`` is missing
|
ValueError: if an ``interface`` is missing
|
||||||
"""
|
"""
|
||||||
if self.interface is None:
|
if self.interface is None: # pragma: no cover
|
||||||
raise ValueError("Missing an interface")
|
raise ValueError("Missing an interface")
|
||||||
if path is None:
|
if path is None:
|
||||||
if self.path:
|
if self.path:
|
||||||
path = self.path
|
path = self.path
|
||||||
else:
|
else: # pragma: no cover
|
||||||
raise ValueError("Missing a path to generate arrays into")
|
raise ValueError("Missing a path to generate arrays into")
|
||||||
|
|
||||||
return self.interface.validate_case(self, path)
|
return self.interface.validate_case(self, path)
|
||||||
|
|
||||||
def array(self, path: Path) -> NDArrayType:
|
def array(self, path: Path) -> NDArrayType:
|
||||||
"""Generate an array for the validation case if we have an interface to do so"""
|
"""Generate an array for the validation case if we have an interface to do so"""
|
||||||
if self.interface is None:
|
if self.interface is None: # pragma: no cover
|
||||||
raise ValueError("Missing an interface")
|
raise ValueError("Missing an interface")
|
||||||
if path is None:
|
if path is None: # pragma: no cover
|
||||||
if self.path:
|
if self.path:
|
||||||
path = self.path
|
path = self.path
|
||||||
else:
|
else:
|
||||||
|
@ -242,7 +242,7 @@ def merge_cases(*args: ValidationCase) -> ValidationCase:
|
||||||
"""
|
"""
|
||||||
Merge multiple validation cases
|
Merge multiple validation cases
|
||||||
"""
|
"""
|
||||||
if len(args) == 1:
|
if len(args) == 1: # pragma: no cover
|
||||||
return args[0]
|
return args[0]
|
||||||
|
|
||||||
dumped = [
|
dumped = [
|
||||||
|
|
|
@ -64,7 +64,7 @@ class HDF5Case(_HDF5MetaCase):
|
||||||
path: Optional[Path] = None,
|
path: Optional[Path] = None,
|
||||||
array: Optional[NDArrayType] = None,
|
array: Optional[NDArrayType] = None,
|
||||||
) -> Optional[H5ArrayPath]:
|
) -> Optional[H5ArrayPath]:
|
||||||
if cls.skip(shape, dtype):
|
if cls.skip(shape, dtype): # pragma: no cover
|
||||||
return None
|
return None
|
||||||
|
|
||||||
hdf5_file = path / "h5f.h5"
|
hdf5_file = path / "h5f.h5"
|
||||||
|
@ -99,7 +99,7 @@ class HDF5CompoundCase(_HDF5MetaCase):
|
||||||
path: Optional[Path] = None,
|
path: Optional[Path] = None,
|
||||||
array: Optional[NDArrayType] = None,
|
array: Optional[NDArrayType] = None,
|
||||||
) -> Optional[H5ArrayPath]:
|
) -> Optional[H5ArrayPath]:
|
||||||
if cls.skip(shape, dtype):
|
if cls.skip(shape, dtype): # pragma: no cover
|
||||||
return None
|
return None
|
||||||
|
|
||||||
hdf5_file = path / "h5f.h5"
|
hdf5_file = path / "h5f.h5"
|
||||||
|
@ -140,7 +140,7 @@ class DaskCase(InterfaceCase):
|
||||||
array: Optional[NDArrayType] = None,
|
array: Optional[NDArrayType] = None,
|
||||||
) -> da.Array:
|
) -> da.Array:
|
||||||
if array is not None:
|
if array is not None:
|
||||||
return da.array(array, dtype=dtype, chunks=-1)
|
return da.array(array, dtype=dtype)
|
||||||
if issubclass(dtype, BaseModel):
|
if issubclass(dtype, BaseModel):
|
||||||
return da.full(shape=shape, fill_value=dtype(x=1), chunks=-1)
|
return da.full(shape=shape, fill_value=dtype(x=1), chunks=-1)
|
||||||
else:
|
else:
|
||||||
|
@ -244,11 +244,11 @@ class VideoCase(InterfaceCase):
|
||||||
path: Optional[Path] = None,
|
path: Optional[Path] = None,
|
||||||
array: Optional[NDArrayType] = None,
|
array: Optional[NDArrayType] = None,
|
||||||
) -> Optional[Path]:
|
) -> Optional[Path]:
|
||||||
if cls.skip(shape, dtype):
|
if cls.skip(shape, dtype): # pragma: no cover
|
||||||
return None
|
return None
|
||||||
|
|
||||||
if array is not None:
|
if array is not None:
|
||||||
array = np.ndarray(shape, dtype=np.uint8)
|
array = np.array(array, dtype=np.uint8)
|
||||||
shape = array.shape
|
shape = array.shape
|
||||||
|
|
||||||
is_color = len(shape) == 4
|
is_color = len(shape) == 4
|
||||||
|
@ -263,7 +263,6 @@ class VideoCase(InterfaceCase):
|
||||||
(frame_shape[1], frame_shape[0]),
|
(frame_shape[1], frame_shape[0]),
|
||||||
is_color,
|
is_color,
|
||||||
)
|
)
|
||||||
|
|
||||||
for i in range(frames):
|
for i in range(frames):
|
||||||
if array is not None:
|
if array is not None:
|
||||||
frame = array[i]
|
frame = array[i]
|
||||||
|
|
|
@ -79,7 +79,6 @@ def test_interface_to_numpy_array(dtype_by_interface_instance):
|
||||||
All interfaces should be able to have the output of their validation stage
|
All interfaces should be able to have the output of their validation stage
|
||||||
coerced to a numpy array with np.array()
|
coerced to a numpy array with np.array()
|
||||||
"""
|
"""
|
||||||
|
|
||||||
_ = np.array(dtype_by_interface_instance.array)
|
_ = np.array(dtype_by_interface_instance.array)
|
||||||
|
|
||||||
|
|
||||||
|
|
60
tests/test_testing_helpers.py
Normal file
60
tests/test_testing_helpers.py
Normal file
|
@ -0,0 +1,60 @@
|
||||||
|
"""
|
||||||
|
Tests for the testing helpers lmao
|
||||||
|
"""
|
||||||
|
|
||||||
|
import numpy as np
|
||||||
|
import pytest
|
||||||
|
from pydantic import BaseModel
|
||||||
|
|
||||||
|
from numpydantic import NDArray, Shape
|
||||||
|
from numpydantic.testing.cases import INTERFACE_CASES
|
||||||
|
from numpydantic.testing.helpers import ValidationCase
|
||||||
|
from numpydantic.testing.interfaces import NumpyCase
|
||||||
|
|
||||||
|
|
||||||
|
def test_validation_case_merge():
|
||||||
|
case_1 = ValidationCase(id="1", interface=NumpyCase, passes=False)
|
||||||
|
case_2 = ValidationCase(id="2", dtype=str, passes=True)
|
||||||
|
case_3 = ValidationCase(id="3", shape=(1, 2, 3), passes=True)
|
||||||
|
|
||||||
|
merged_simple = case_2.merge(case_3)
|
||||||
|
assert merged_simple.dtype == case_2.dtype
|
||||||
|
assert merged_simple.shape == case_3.shape
|
||||||
|
|
||||||
|
merged_multi = case_1.merge([case_2, case_3])
|
||||||
|
assert merged_multi.dtype == case_2.dtype
|
||||||
|
assert merged_multi.shape == case_3.shape
|
||||||
|
assert merged_multi.interface == case_1.interface
|
||||||
|
|
||||||
|
# passes should be true only if all the cases are
|
||||||
|
assert merged_simple.passes
|
||||||
|
assert not merged_multi.passes
|
||||||
|
|
||||||
|
# ids should merge
|
||||||
|
assert merged_simple.id == "2-3"
|
||||||
|
assert merged_multi.id == "1-2-3"
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.mark.parametrize(
|
||||||
|
"interface",
|
||||||
|
[
|
||||||
|
pytest.param(
|
||||||
|
i.interface, marks=getattr(pytest.mark, i.interface.interface.name)
|
||||||
|
)
|
||||||
|
for i in INTERFACE_CASES
|
||||||
|
if i.id not in ("hdf5_compound")
|
||||||
|
],
|
||||||
|
)
|
||||||
|
def test_make_array(interface, tmp_output_dir_func):
|
||||||
|
"""
|
||||||
|
An interface case can generate an array from params or a given array
|
||||||
|
|
||||||
|
Not testing correctness here, that's what hte rest of the testing does.
|
||||||
|
"""
|
||||||
|
arr = np.zeros((10, 10, 2, 3), dtype=np.uint8)
|
||||||
|
arr = interface.make_array(array=arr, dtype=np.uint8, path=tmp_output_dir_func)
|
||||||
|
|
||||||
|
class MyModel(BaseModel):
|
||||||
|
array: NDArray[Shape["10, 10, 2, 3"], np.uint8]
|
||||||
|
|
||||||
|
_ = MyModel(array=arr)
|
Loading…
Reference in a new issue