def test_sigmerger_check():
# 0-d signals
assert SigMerger.check([Signal(0), Signal(0)])
assert not SigMerger.check([Signal(0), Signal(1)])
# compatible along first axis
assert SigMerger.check(
[Signal(np.empty((1, 2))), Signal(np.empty((2, 2)))])
# compatible along second axis
assert SigMerger.check(
[Signal(np.empty((2, 1))), Signal(np.empty((2, 2)))], axis=1)
assert not SigMerger.check(
[Signal(np.empty((2, 1))), Signal(np.empty((2, 2)))], axis=0)
# shape mismatch
assert not SigMerger.check(
[Signal(np.empty((2,))), Signal(np.empty((2, 2)))])
# mixed dtype
assert not SigMerger.check(
[Signal(np.empty(2, dtype=int)), Signal(np.empty(2, dtype=float))])
s1 = Signal(np.empty(5))
s2 = Signal(np.empty(5))
# mixed signal and view
assert not SigMerger.check([s1, s1[:3]])
# mixed bases
assert not SigMerger.check([s1[:2], s2[2:]])
# compatible views
assert SigMerger.check([s1[:2], s1[2:]])
def test_sigmerger_merge(allclose):
s1 = Signal(np.array([[0, 1], [2, 3]]))
s2 = Signal(np.array([[4, 5]]))
sig, replacements = SigMerger.merge([s1, s2])
assert allclose(sig.initial_value, np.array([[0, 1], [2, 3], [4, 5]]))
assert allclose(replacements[s1].initial_value, s1.initial_value)
assert allclose(replacements[s2].initial_value, s2.initial_value)
with pytest.raises(ValueError, match="Cannot merge mixed views and non-views"):
SigMerger.merge([s1[0], s2])
def test_sigmerger_merge_views(allclose):
s = Signal(np.array([[0, 1], [2, 3], [4, 5]]))
v1, v2 = s[:2], s[2:]
merged, _ = SigMerger.merge_views([v1, v2])
assert allclose(merged.initial_value, s.initial_value)
assert v1.base is s
assert v2.base is s
def test_sigmerger_merge(allclose):
s1 = Signal(np.array([[0, 1], [2, 3]]))
s2 = Signal(np.array([[4, 5]]))
sig, replacements = SigMerger.merge([s1, s2])
assert allclose(sig.initial_value, np.array([[0, 1], [2, 3], [4, 5]]))
assert allclose(replacements[s1].initial_value, s1.initial_value)
assert allclose(replacements[s2].initial_value, s2.initial_value)
def test_sigmerger_merge_views():
s = Signal(np.array([[0, 1], [2, 3], [4, 5]]))
v1, v2 = s[:2], s[2:]
merged, _ = SigMerger.merge_views([v1, v2])
assert np.allclose(merged.initial_value, s.initial_value)
assert v1.base is s
assert v2.base is s
def test_sigmerger_merge():
s1 = Signal(np.array([[0, 1], [2, 3]]))
s2 = Signal(np.array([[4, 5]]))
sig, replacements = SigMerger.merge([s1, s2])
assert np.allclose(sig.initial_value, np.array([[0, 1], [2, 3], [4, 5]]))
assert np.allclose(replacements[s1].initial_value, s1.initial_value)
assert np.allclose(replacements[s2].initial_value, s2.initial_value)
def test_sigmerger_check_views():
s1 = Signal(np.empty((5, 5)))
s2 = Signal(np.empty((5, 5)))
# compatible along first axis
SigMerger.check_views([s1[:1], s1[1:]])
# compatible along second axis
SigMerger.check_views([s1[:1, :1], s1[:1, 1:]], axis=1)
with pytest.raises(ValueError):
SigMerger.check_views([s1[:1, :1], s1[:1, 1:]], axis=0)
# shape mismatch
with pytest.raises(ValueError):
SigMerger.check_views([s1[:1], s1[1:, 0]])
# different bases
with pytest.raises(ValueError):
SigMerger.check_views([s1[:2], s2[2:]])
def test_sigmerger_check_views():
s1 = Signal(np.empty((5, 5)))
s2 = Signal(np.empty((5, 5)))
# compatible along first axis
SigMerger.check_views([s1[:1], s1[1:]])
# compatible along second axis
SigMerger.check_views([s1[:1, :1], s1[:1, 1:]], axis=1)
with pytest.raises(ValueError):
SigMerger.check_views([s1[:1, :1], s1[:1, 1:]], axis=0)
# shape mismatch
with pytest.raises(ValueError):
SigMerger.check_views([s1[:1], s1[1:, 0]])
# different bases
with pytest.raises(ValueError):
SigMerger.check_views([s1[:2], s2[2:]])
def test_sigmerger_check():
# 0-d signals
assert SigMerger.check([Signal(0), Signal(0)])
assert not SigMerger.check([Signal(0), Signal(1)])
# compatible along first axis
assert SigMerger.check(
[Signal(np.empty((1, 2))),
Signal(np.empty((2, 2)))])
# compatible along second axis
assert SigMerger.check(
[Signal(np.empty(
(2, 1))), Signal(np.empty((2, 2)))], axis=1)
assert not SigMerger.check(
[Signal(np.empty(
(2, 1))), Signal(np.empty((2, 2)))], axis=0)
# shape mismatch
assert not SigMerger.check(
[Signal(np.empty(
(2, ))), Signal(np.empty((2, 2)))])
# mixed dtype
assert not SigMerger.check(
[Signal(np.empty(2, dtype=int)),
Signal(np.empty(2, dtype=float))])
s1 = Signal(np.empty(5))
s2 = Signal(np.empty(5))
# mixed signal and view
assert not SigMerger.check([s1, s1[:3]])
# mixed bases
assert not SigMerger.check([s1[:2], s2[2:]])
# compatible views
assert SigMerger.check([s1[:2], s1[2:]])
def test_sigmerger_check_signals():
# 0-d signals
SigMerger.check_signals([Signal(0), Signal(0)])
with pytest.raises(ValueError):
SigMerger.check_signals([Signal(0), Signal(1)])
# compatible along first axis
SigMerger.check_signals(
[Signal(np.empty((1, 2))),
Signal(np.empty((2, 2)))])
# compatible along second axis
SigMerger.check_signals(
[Signal(np.empty(
(2, 1))), Signal(np.empty((2, 2)))], axis=1)
with pytest.raises(ValueError):
SigMerger.check_signals(
[Signal(np.empty(
(2, 1))), Signal(np.empty((2, 2)))], axis=0)
# shape mismatch
with pytest.raises(ValueError):
SigMerger.check_signals(
[Signal(np.empty((2, ))),
Signal(np.empty((2, 2)))])
# mixed dtype
with pytest.raises(ValueError):
SigMerger.check_signals(
[Signal(np.empty(2, dtype=int)),
Signal(np.empty(2, dtype=float))])
# compatible views
s = Signal(np.empty(5))
with pytest.raises(ValueError):
SigMerger.check_signals([s[:2], s[2:]])
def test_sigmerger_check():
# 0-d signals
assert SigMerger.check([Signal(0), Signal(0)])
assert not SigMerger.check([Signal(0), Signal(1)])
# compatible along first axis
assert SigMerger.check(
[Signal(np.empty((1, 2))),
Signal(np.empty((2, 2)))])
# compatible along second axis
assert SigMerger.check(
[Signal(np.empty(
(2, 1))), Signal(np.empty((2, 2)))], axis=1)
assert not SigMerger.check(
[Signal(np.empty(
(2, 1))), Signal(np.empty((2, 2)))], axis=0)
# shape mismatch
assert not SigMerger.check(
[Signal(np.empty(
(2, ))), Signal(np.empty((2, 2)))])
# mixed dtype
assert not SigMerger.check(
[Signal(np.empty(2, dtype=int)),
Signal(np.empty(2, dtype=float))])
s1 = Signal(np.empty(5))
s2 = Signal(np.empty(5))
# mixed signal and view
assert not SigMerger.check([s1, s1[:3]])
# mixed bases
assert not SigMerger.check([s1[:2], s2[2:]])
# compatible views
assert SigMerger.check([s1[:2], s1[2:]])
# sparse signals not mergeable
assert not SigMerger.check([
Signal(SparseMatrix([[0, 0]], 1.0, (1, 1))),
Signal(SparseMatrix([[0, 0]], 1.0, (1, 1))),
])
# same signal cannot appear twice
sig = Signal(0)
assert not SigMerger.check([sig, sig])
def test_sigmerger_check_views():
s1 = Signal(shape=(5, 5))
s2 = Signal(shape=(5, 5))
# compatible along first axis
SigMerger.check_views([s1[:1], s1[1:]])
# compatible along second axis
SigMerger.check_views([s1[:1, :1], s1[:1, 1:]], axis=1)
# non-views
with pytest.raises(ValueError, match="Cannot merge non-views"):
SigMerger.check_views([s1, s2])
# different bases
with pytest.raises(ValueError, match="must share the same base"):
SigMerger.check_views([s1[:2], s2[2:]])
# different ndims
with pytest.raises(ValueError, match="must have the same number of dimensions"):
SigMerger.check_views([s1[:1], s1[1:, 0]])
# different strides
with pytest.raises(ValueError, match="must have equal strides"):
SigMerger.check_views([s1[::2], s1[::3]])
# shape mismatch
with pytest.raises(ValueError, match="must have same shape except on"):
SigMerger.check_views([s1[:1, :1], s1[:1, 1:]], axis=0)
# non-sequential
with pytest.raises(ValueError, match="Views are not sequential"):
SigMerger.check_views([s1[1:], s1[1:-1]])
def test_sigmerger_check_signals():
# 0-d signals
SigMerger.check_signals([Signal(0), Signal(0)])
with pytest.raises(ValueError):
SigMerger.check_signals([Signal(0), Signal(1)])
# compatible along first axis
SigMerger.check_signals(
[Signal(np.empty((1, 2))), Signal(np.empty((2, 2)))])
# compatible along second axis
SigMerger.check_signals(
[Signal(np.empty((2, 1))), Signal(np.empty((2, 2)))], axis=1)
with pytest.raises(ValueError):
SigMerger.check_signals(
[Signal(np.empty((2, 1))), Signal(np.empty((2, 2)))], axis=0)
# shape mismatch
with pytest.raises(ValueError):
SigMerger.check_signals(
[Signal(np.empty((2,))), Signal(np.empty((2, 2)))])
# mixed dtype
with pytest.raises(ValueError):
SigMerger.check_signals(
[Signal(np.empty(2, dtype=int)), Signal(np.empty(2, dtype=float))])
# compatible views
s = Signal(np.empty(5))
with pytest.raises(ValueError):
SigMerger.check_signals([s[:2], s[2:]])
