def test_links(self):
d1 = Data(label='x', x=[1, 2, 3])
d2 = Data(label='y', y=[3, 4, 8])
dc = DataCollection([d1, d2])
link = ComponentLink([d1.id['x']], d2.id['y'], doubler)
dc.add_link(link)
np.testing.assert_array_equal(d1['y'], [2, 4, 6])
app = GlueApplication(dc)
self.check_clone(app)
def test_links(self):
d1 = Data(label='x', x=[1, 2, 3])
d2 = Data(label='y', y=[3, 4, 8])
dc = DataCollection([d1, d2])
link = ComponentLink([d1.id['x']], d2.id['y'], doubler)
dc.add_link(link)
np.testing.assert_array_equal(d1['y'], [2, 4, 6])
app = GlueApplication(dc)
self.check_clone(app)
def test_pixel_selection_subset_state():
data1 = Data(x=np.ones((2, 4, 3)))
data2 = Data(y=np.ones((4, 3, 2)))
data3 = Data(z=np.ones((2, 3)))
y_id = data2.main_components[0]
z_id = data3.main_components[0]
slice_1d = [slice(1, 2), slice(None), slice(None)]
slice_2d = [slice(None), slice(2, 3), slice(1, 2)]
slice_3d = [slice(1, 2), slice(2, 3), slice(1, 2)]
state_1d = PixelSubsetState(data1, slice_1d)
state_2d = PixelSubsetState(data1, slice_2d)
state_3d = PixelSubsetState(data1, slice_3d)
states = [state_1d, state_2d, state_3d]
dc = DataCollection([data1, data2, data3])
# Calling to_array with reference data should work by default, and not work
# with unlinked datasets.
for data in dc:
for state in states:
cid = data.main_components[0]
if data is data1:
assert_array_equal(state.to_array(data, cid),
data[cid][state.slices])
else:
with pytest.raises(IncompatibleAttribute):
state.to_array(data, cid)
# Add one set of links
dc.add_link(
LinkSame(data1.pixel_component_ids[0], data2.pixel_component_ids[2]))
dc.add_link(
LinkSame(data1.pixel_component_ids[0], data3.pixel_component_ids[0]))
assert_array_equal(state_1d.to_array(data2, y_id), data2[y_id][:, :, 1:2])
with pytest.raises(IncompatibleAttribute):
state_2d.to_array(data2, y_id)
with pytest.raises(IncompatibleAttribute):
state_3d.to_array(data2, y_id)
assert_array_equal(state_1d.to_array(data3, z_id), data3[z_id][1:2])
with pytest.raises(IncompatibleAttribute):
state_2d.to_array(data3, z_id)
with pytest.raises(IncompatibleAttribute):
state_3d.to_array(data3, z_id)
# Add links with multiple components, in this case linking two cids with two cids
def forwards(x, y):
return x + y, x - y
def backwards(x, y):
return 0.5 * (x + y), 0.5 * (x - y)
dc.add_link(
MultiLink(data1.pixel_component_ids[1:],
data2.pixel_component_ids[:2],
forwards=forwards,
backwards=backwards))
assert_array_equal(state_1d.to_array(data2, y_id), data2[y_id][:, :, 1:2])
assert_array_equal(state_2d.to_array(data2, y_id), data2[y_id][2:3,
1:2, :])
assert_array_equal(state_3d.to_array(data2, y_id), data2[y_id][2:3, 1:2,
1:2])
assert_array_equal(state_1d.to_array(data3, z_id), data3[z_id][1:2])
with pytest.raises(IncompatibleAttribute):
state_2d.to_array(data3, z_id)
with pytest.raises(IncompatibleAttribute):
state_3d.to_array(data3, z_id)