Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
58 changes: 58 additions & 0 deletions tests/attributes_test.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,58 @@
import typing
import pytest
import torch
from parity_tensor import ParityTensor

Initialization = tuple[tuple[bool, ...], tuple[tuple[int, int], ...], torch.Tensor]


@pytest.fixture(params=[
((False, False), ((2, 2), (2, 2)), torch.randn([4, 4])),
((False, True), ((2, 2), (1, 3)), torch.randn([4, 4])),
((False, True), ((2, 0), (1, 3)), torch.randn([2, 4])),
((True, False), ((0, 2), (1, 3)), torch.randn([2, 4])),
((True,), ((2, 0),), torch.randn([2])),
((False,), ((0, 2),), torch.randn([2])),
((), (), torch.randn([])),
((False, False, True), ((2, 2), (1, 3), (4, 0)), torch.randn([4, 4, 4])),
])
def x(request: typing.Any) -> Initialization:
return request.param


def test_arrow(x: Initialization) -> None:
tensor = ParityTensor(*x)
assert tensor.arrow == x[0]


def test_edges(x: Initialization) -> None:
tensor = ParityTensor(*x)
assert tensor.edges == x[1]


def test_tensor(x: Initialization) -> None:
tensor = ParityTensor(*x)
assert torch.equal(tensor.tensor, x[2])


def test_parity(x: Initialization) -> None:
tensor = ParityTensor(*x)
assert len(tensor.parity) == tensor.tensor.dim()
for [even, odd], parity in zip(x[1], tensor.parity):
total = even + odd
assert parity.shape == (total,)
assert parity.dtype == torch.bool
for i in range(total):
assert parity[i] == (i >= even)


def test_mask(x: Initialization) -> None:
tensor = ParityTensor(*x)
assert tensor.mask.shape == tensor.tensor.shape
assert tensor.mask.dtype == torch.bool
for indices in zip(*torch.unravel_index(torch.arange(tensor.tensor.numel()), tensor.tensor.shape)):
mask = tensor.mask[indices]
expect = True
for rank, parity in enumerate(tensor.parity):
expect ^= bool(parity[indices[rank]])
assert mask == expect