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https://github.com/p2p-ld/numpydantic.git
synced 2024-11-14 02:34:28 +00:00
add ability to dump proxy classes to arrays, tests for doing so and json dumping
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parent
99a6571578
commit
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4 changed files with 44 additions and 3 deletions
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@ -134,10 +134,17 @@ class H5Proxy:
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else:
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return obj.dtype[self.field]
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def __array__(self) -> np.ndarray:
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"""To a numpy array"""
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with h5py.File(self.file, "r") as h5f:
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obj = h5f.get(self.path)
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return obj[:]
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def __getattr__(self, item: str):
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with h5py.File(self.file, "r") as h5f:
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obj = h5f.get(self.path)
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return getattr(obj, item)
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val = getattr(obj, item)
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return val
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def __getitem__(
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self, item: Union[int, slice, Tuple[Union[int, slice], ...]]
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@ -137,6 +137,10 @@ class VideoProxy:
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slice_ = slice(0, slice_.stop, slice_.step)
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return slice_
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def __array__(self) -> np.ndarray:
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"""Whole video as a numpy array"""
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return self[:]
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def __getitem__(self, item: Union[int, slice, tuple]) -> np.ndarray:
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if isinstance(item, int):
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# want a single frame
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@ -1,6 +1,6 @@
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import pytest
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from typing import Tuple, Callable
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from typing import Callable, Tuple, Type
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import numpy as np
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import dask.array as da
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import zarr
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@ -32,7 +32,7 @@ from numpydantic import interface, NDArray
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"video",
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],
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)
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def interface_type(request) -> Tuple[NDArray, interface.Interface]:
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def interface_type(request) -> Tuple[NDArray, Type[interface.Interface]]:
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"""
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Test cases for each interface's ``check`` method - each input should match the
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provided interface and that interface only
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@ -2,6 +2,10 @@
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Tests that should be applied to all interfaces
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"""
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from typing import Callable
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import numpy as np
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from numpydantic.interface import Interface
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def test_interface_revalidate(all_interfaces):
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"""
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@ -10,3 +14,29 @@ def test_interface_revalidate(all_interfaces):
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See: https://github.com/p2p-ld/numpydantic/pull/14
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"""
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_ = type(all_interfaces)(array=all_interfaces.array)
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def test_interface_rematch(interface_type):
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"""
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All interfaces should match the results of the object they return after validation
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"""
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array, interface = interface_type
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if isinstance(array, Callable):
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array = array()
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assert Interface.match(interface().validate(array)) is interface
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def test_interface_to_numpy_array(all_interfaces):
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"""
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All interfaces should be able to have the output of their validation stage
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coerced to a numpy array with np.array()
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"""
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_ = np.array(all_interfaces.array)
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def test_interface_dump_json(all_interfaces):
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"""
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All interfaces should be able to dump to json
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"""
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all_interfaces.model_dump_json()
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