def test_Percept_max():
percept = Percept(np.arange(30).reshape((3, 5, 2)))
npt.assert_almost_equal(percept.max(), 29)
npt.assert_almost_equal(percept.max(axis="frames"), percept.data[..., 1])
npt.assert_almost_equal(percept.max(),
percept.data.ravel()[percept.argmax()])
npt.assert_almost_equal(percept.max(axis='frames'),
percept.data[...,
percept.argmax(axis='frames')])
with pytest.raises(TypeError):
percept.max(axis=(0, 1))
with pytest.raises(ValueError):
percept.max(axis='invalid')
def test_Percept_plot():
y_range = (-1, 1)
x_range = (-2, 2)
grid = Grid2D(x_range, y_range)
percept = Percept(np.arange(15).reshape((3, 5, 1)), space=grid)
# Basic usage of pcolor:
ax = percept.plot(kind='pcolor')
npt.assert_equal(isinstance(ax, Subplot), True)
npt.assert_almost_equal(ax.axis(), [*x_range, *y_range])
frame = percept.max(axis='frames')
npt.assert_almost_equal(ax.collections[0].get_clim(),
[frame.min(), frame.max()])
# Basic usage of hex:
ax = percept.plot(kind='hex')
npt.assert_equal(isinstance(ax, Subplot), True)
npt.assert_almost_equal(
ax.axis(),
[percept.xdva[0], percept.xdva[-1], percept.ydva[0], percept.ydva[-1]])
npt.assert_almost_equal(
ax.collections[0].get_clim(),
[percept.data[..., 0].min(), percept.data[..., 0].max()])
# Verify color map:
npt.assert_equal(ax.collections[0].cmap, plt.cm.gray)
# Specify figsize:
ax = percept.plot(kind='pcolor', figsize=(6, 4))
npt.assert_almost_equal(ax.figure.get_size_inches(), (6, 4))
# Test vmin and vmax
ax.clear()
ax = percept.plot(vmin=2, vmax=4)
npt.assert_equal(ax.collections[0].get_clim(), (2., 4.))
# Invalid calls:
with pytest.raises(ValueError):
percept.plot(kind='invalid')
with pytest.raises(TypeError):
percept.plot(ax='invalid')