class TestScatterClient(object):
def setup_method(self, method):
self.data = example_data.test_data()
self.ids = [
self.data[0].find_component_id('a'),
self.data[0].find_component_id('b'),
self.data[1].find_component_id('c'),
self.data[1].find_component_id('d')
]
self.roi_limits = (0.5, 0.5, 1.5, 1.5)
self.roi_points = (np.array([1]), np.array([1]))
self.collect = DataCollection()
EditSubsetMode().data_collection = self.collect
self.hub = self.collect.hub
FIGURE.clf()
axes = FIGURE.add_subplot(111)
self.client = ScatterClient(self.collect, axes=axes)
self.connect()
def teardown_method(self, methdod):
self.assert_properties_correct()
self.assert_axes_ticks_correct()
def assert_properties_correct(self):
ax = self.client.axes
cl = self.client
xlim = ax.get_xlim()
ylim = ax.get_ylim()
assert abs(cl.xmin - min(xlim)) < 1e-2
assert abs(cl.xmax - max(xlim)) < 1e-2
assert abs(cl.ymin - min(ylim)) < 1e-2
assert abs(cl.ymax - max(ylim)) < 1e-2
assert cl.xflip == (xlim[1] < xlim[0])
assert cl.yflip == (ylim[1] < ylim[0])
assert cl.xlog == (ax.get_xscale() == 'log')
assert cl.ylog == (ax.get_yscale() == 'log')
assert (self.client.xatt is None) or isinstance(
self.client.xatt, ComponentID)
assert (self.client.yatt is None) or isinstance(
self.client.yatt, ComponentID)
def check_ticks(self, axis, is_log, is_cat):
locator = axis.get_major_locator()
formatter = axis.get_major_formatter()
if is_log:
assert isinstance(locator, LogLocator)
assert isinstance(formatter, LogFormatterMathtext)
elif is_cat:
assert isinstance(locator, MaxNLocator)
assert isinstance(formatter, FuncFormatter)
else:
assert isinstance(locator, AutoLocator)
assert isinstance(formatter, ScalarFormatter)
def assert_axes_ticks_correct(self):
ax = self.client.axes
client = self.client
if client.xatt is not None:
self.check_ticks(ax.xaxis, client.xlog,
client._check_categorical(client.xatt))
if client.yatt is not None:
self.check_ticks(ax.yaxis, client.ylog,
client._check_categorical(client.yatt))
def plot_data(self, layer):
""" Return the data bounds for a given layer (data or subset)
Output format: [xmin, xmax], [ymin, ymax]
"""
client = self.client
x, y = client.artists[layer][0].get_data()
xmin = x.min()
xmax = x.max()
ymin = y.min()
ymax = y.max()
return [xmin, xmax], [ymin, ymax]
def plot_limits(self):
""" Return the plot limits
Output format [xmin, xmax], [ymin, ymax]
"""
ax = self.client.axes
xlim = ax.get_xlim()
ylim = ax.get_ylim()
return (min(xlim), max(xlim)), (min(ylim), max(ylim))
def assert_layer_inside_limits(self, layer):
"""Assert that points of a layer are within plot limits """
xydata = self.plot_data(layer)
xylimits = self.plot_limits()
assert xydata[0][0] >= xylimits[0][0]
assert xydata[1][0] >= xylimits[1][0]
assert xydata[0][1] <= xylimits[0][1]
assert xydata[1][1] <= xylimits[1][1]
def setup_2d_data(self):
d = Data(x=[[1, 2], [3, 4]], y=[[2, 4], [6, 8]])
self.collect.append(d)
self.client.add_layer(d)
self.client.xatt = d.id['x']
self.client.yatt = d.id['y']
return d
def add_data(self, data=None):
if data is None:
data = self.data[0]
data.edit_subset = data.new_subset()
self.collect.append(data)
self.client.add_data(data)
return data
def add_data_and_attributes(self):
data = self.add_data()
data.edit_subset = data.new_subset()
self.client.xatt = self.ids[0]
self.client.yatt = self.ids[1]
return data
def is_first_in_front(self, front, back):
z1 = self.client.get_layer_order(front)
z2 = self.client.get_layer_order(back)
return z1 > z2
def connect(self):
self.client.register_to_hub(self.hub)
self.collect.register_to_hub(self.hub)
def layer_drawn(self, layer):
return self.client.is_layer_present(layer) and \
all(a.enabled and a.visible for a in self.client.artists[layer])
def layer_data_correct(self, layer, x, y):
xx, yy = self.client.artists[layer][0].get_data()
if max(abs(xx - x)) > .01:
return False
if max(abs(yy - y)) > .01:
return False
return True
def test_empty_on_creation(self):
for d in self.data:
assert not self.client.is_layer_present(d)
def test_add_external_data_raises_exception(self):
data = Data()
with pytest.raises(TypeError) as exc:
self.client.add_data(data)
assert exc.value.args[0] == "Layer not in data collection"
def test_valid_add(self):
self.add_data()
assert self.client.is_layer_present(self.data[0])
def test_axis_labels_sync_with_setters(self):
self.add_data()
self.client.xatt = self.ids[1]
assert self.client.axes.get_xlabel() == self.ids[1].label
self.client.yatt = self.ids[0]
assert self.client.axes.get_ylabel() == self.ids[0].label
def test_setters_require_componentID(self):
self.add_data()
with pytest.raises(TypeError):
self.client.xatt = self.ids[1]._label
self.client.xatt = self.ids[1]
def test_logs(self):
self.add_data()
self.client.xlog = True
assert self.client.axes.get_xscale() == 'log'
self.client.xlog = False
assert self.client.axes.get_xscale() == 'linear'
self.client.ylog = True
assert self.client.axes.get_yscale() == 'log'
self.client.ylog = False
assert self.client.axes.get_yscale() == 'linear'
def test_flips(self):
self.add_data()
self.client.xflip = True
self.assert_flips(True, False)
self.client.xflip = False
self.assert_flips(False, False)
self.client.yflip = True
self.assert_flips(False, True)
self.client.yflip = False
self.assert_flips(False, False)
def assert_flips(self, xflip, yflip):
ax = self.client.axes
xlim = ax.get_xlim()
ylim = ax.get_ylim()
assert (xlim[1] < xlim[0]) == xflip
assert (ylim[1] < ylim[0]) == yflip
def test_double_add(self):
n0 = len(self.client.axes.lines)
layer = self.add_data_and_attributes()
# data present
assert len(self.client.axes.lines) == n0 + 1 + len(layer.subsets)
layer = self.add_data()
# data still present
assert len(self.client.axes.lines) == n0 + 1 + len(layer.subsets)
def test_data_updates_propagate(self):
layer = self.add_data_and_attributes()
assert self.layer_drawn(layer)
self.client._layer_updated = False
layer.style.color = 'k'
assert self.client._layer_updated
def test_data_removal(self):
layer = self.add_data()
subset = layer.new_subset()
self.collect.remove(layer)
assert not self.client.is_layer_present(layer)
assert not self.client.is_layer_present(subset)
def test_add_subset_while_connected(self):
layer = self.add_data()
subset = layer.new_subset()
assert self.client.is_layer_present(subset)
def test_subset_removal(self):
layer = self.add_data()
subset = layer.new_subset()
assert self.client.is_layer_present(layer)
subset.delete()
assert not self.client.is_layer_present(subset)
def test_subset_removal_removes_from_plot(self):
layer = self.add_data_and_attributes()
subset = layer.new_subset()
ct0 = len(self.client.axes.lines)
subset.delete()
assert len(self.client.axes.lines) == ct0 - 1
def test_add_subset_to_untracked_data(self):
subset = self.data[0].new_subset()
assert not self.client.is_layer_present(subset)
def test_valid_plot_data(self):
layer = self.add_data_and_attributes()
x = layer[self.ids[0]]
y = layer[self.ids[1]]
assert self.layer_data_correct(layer, x, y)
def test_attribute_update_plot_data(self):
layer = self.add_data_and_attributes()
x = layer[self.ids[0]]
y = layer[self.ids[0]]
self.client.yatt = self.ids[0]
assert self.layer_data_correct(layer, x, y)
def test_invalid_plot(self):
layer = self.add_data_and_attributes()
assert self.layer_drawn(layer)
c = ComponentID('bad id')
self.client.xatt = c
assert not self.layer_drawn(layer)
self.client.xatt = self.ids[0]
def test_redraw_called_on_invalid_plot(self):
""" Plot should be updated when given invalid data,
to sync layers' disabled/invisible states"""
ctr = MagicMock()
layer = self.add_data_and_attributes()
assert self.layer_drawn(layer)
c = ComponentID('bad id')
self.client._redraw = ctr
ct0 = ctr.call_count
self.client.xatt = c
ct1 = ctr.call_count
ncall = ct1 - ct0
expected = len(self.client.artists)
assert ncall >= expected
self.client.xatt = self.ids[0]
def test_two_incompatible_data(self):
d0 = self.add_data(self.data[0])
d1 = self.add_data(self.data[1])
self.client.xatt = self.ids[0]
self.client.yatt = self.ids[1]
x = d0[self.ids[0]]
y = d0[self.ids[1]]
assert self.layer_drawn(d0)
assert self.layer_data_correct(d0, x, y)
assert not self.layer_drawn(d1)
self.client.xatt = self.ids[2]
self.client.yatt = self.ids[3]
x = d1[self.ids[2]]
y = d1[self.ids[3]]
assert self.layer_drawn(d1)
assert self.layer_data_correct(d1, x, y)
assert not self.layer_drawn(d0)
def test_subsets_connect_with_data(self):
data = self.data[0]
s1 = data.new_subset()
s2 = data.new_subset()
self.collect.append(data)
self.client.add_data(data)
assert self.client.is_layer_present(s1)
assert self.client.is_layer_present(s2)
assert self.client.is_layer_present(data)
# should also work with add_layer
self.collect.remove(data)
assert data not in self.collect
assert not self.client.is_layer_present(s1)
self.collect.append(data)
self.client.add_layer(data)
assert self.client.is_layer_present(s1)
def test_edit_subset_connect_with_data(self):
data = self.add_data()
assert self.client.is_layer_present(data.edit_subset)
def test_edit_subset_removed_with_data(self):
data = self.add_data()
self.collect.remove(data)
assert not self.client.is_layer_present(data.edit_subset)
def test_apply_roi(self):
data = self.add_data_and_attributes()
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
x, y = self.roi_points
self.client.apply_roi(roi)
assert self.layer_data_correct(data.edit_subset, x, y)
def test_apply_roi_adds_on_empty(self):
data = self.add_data_and_attributes()
data._subsets = []
data.edit_subset = None
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
x, y = self.roi_points
self.client.apply_roi(roi)
assert data.edit_subset is not None
def test_apply_roi_applies_to_all_editable_subsets(self):
d1 = self.add_data_and_attributes()
d2 = self.add_data()
state1 = d1.edit_subset.subset_state
state2 = d2.edit_subset.subset_state
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
x, y = self.roi_points
self.client.apply_roi(roi)
assert d1.edit_subset.subset_state is not state1
assert d1.edit_subset.subset_state is not state2
def test_apply_roi_doesnt_add_if_any_selection(self):
d1 = self.add_data_and_attributes()
d2 = self.add_data()
d1.edit_subset = None
d2.edit_subset = d2.new_subset()
ct = len(d1.subsets)
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
x, y = self.roi_points
self.client.apply_roi(roi)
assert len(d1.subsets) == ct
def test_subsets_drawn_over_data(self):
data = self.add_data_and_attributes()
subset = data.new_subset()
assert self.is_first_in_front(subset, data)
def test_log_sticky(self):
self.add_data_and_attributes()
self.assert_logs(False, False)
self.client.xlog = True
self.client.ylog = True
self.assert_logs(True, True)
self.client.xatt = self.ids[1]
self.client.yatt = self.ids[0]
self.assert_logs(True, True)
def test_log_ticks(self):
# regression test for 354
self.add_data_and_attributes()
self.assert_logs(False, False)
self.client.xlog = True
self.client.yatt = self.ids[0]
self.assert_logs(True, False)
assert not isinstance(self.client.axes.yaxis.get_major_locator(),
LogLocator)
def assert_logs(self, xlog, ylog):
ax = self.client.axes
assert ax.get_xscale() == ('log' if xlog else 'linear')
assert ax.get_yscale() == ('log' if ylog else 'linear')
def test_flip_sticky(self):
self.add_data_and_attributes()
self.client.xflip = True
self.assert_flips(True, False)
self.client.xatt = self.ids[1]
self.assert_flips(True, False)
self.client.xatt = self.ids[0]
self.assert_flips(True, False)
def test_visibility_sticky(self):
data = self.add_data_and_attributes()
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
assert self.client.is_visible(data.edit_subset)
self.client.apply_roi(roi)
self.client.set_visible(data.edit_subset, False)
assert not self.client.is_visible(data.edit_subset)
self.client.apply_roi(roi)
assert not self.client.is_visible(data.edit_subset)
def test_2d_data(self):
"""Should be abple to plot 2d data"""
data = self.setup_2d_data()
assert self.layer_data_correct(data, [1, 2, 3, 4], [2, 4, 6, 8])
def test_2d_data_limits_with_subset(self):
"""visible limits should work with subsets and 2d data"""
d = self.setup_2d_data()
state = d.id['x'] > 2
s = d.new_subset()
s.subset_state = state
assert self.client._visible_limits(0) == (1, 4)
assert self.client._visible_limits(1) == (2, 8)
def test_limits_nans(self):
d = Data()
x = Component(np.array([[1, 2], [np.nan, 4]]))
y = Component(np.array([[2, 4], [np.nan, 8]]))
xid = d.add_component(x, 'x')
yid = d.add_component(y, 'y')
self.collect.append(d)
self.client.add_layer(d)
self.client.xatt = xid
self.client.yatt = yid
assert self.client._visible_limits(0) == (1, 4)
assert self.client._visible_limits(1) == (2, 8)
def test_limits_inf(self):
d = Data()
x = Component(np.array([[1, 2], [np.infty, 4]]))
y = Component(np.array([[2, 4], [-np.infty, 8]]))
xid = d.add_component(x, 'x')
yid = d.add_component(y, 'y')
self.collect.append(d)
self.client.add_layer(d)
self.client.xatt = xid
self.client.yatt = yid
assert self.client._visible_limits(0) == (1, 4)
assert self.client._visible_limits(1) == (2, 8)
def test_xlog_relimits_if_negative(self):
self.add_data_and_attributes()
self.client.xflip = False
self.client.xlog = False
self.client.axes.set_xlim(-5, 5)
self.client.xlog = True
assert self.client.axes.get_xlim()[0] > .9
def test_ylog_relimits_if_negative(self):
self.add_data_and_attributes()
self.client.yflip = False
self.client.ylog = False
self.client.axes.set_ylim(-5, 5)
self.client.ylog = True
assert self.client.axes.get_ylim()[0] > .9
def test_subset_added_only_if_data_layer_present(self):
self.collect.append(self.data[0])
assert self.data[0] not in self.client.artists
s = self.data[0].new_subset()
assert s not in self.client.artists
def test_pull_properties(self):
ax = self.client.axes
ax.set_xlim(6, 5)
ax.set_ylim(8, 7)
ax.set_xscale('log')
ax.set_yscale('log')
self.client._pull_properties()
self.assert_properties_correct()
def test_rescaled_on_init(self):
layer = self.setup_2d_data()
self.assert_layer_inside_limits(layer)
def test_set_limits(self):
self.client.xmin = 3
self.client.xmax = 4
self.client.ymin = 5
self.client.ymax = 6
ax = self.client.axes
xlim = ax.get_xlim()
ylim = ax.get_ylim()
assert xlim[0] == self.client.xmin
assert xlim[1] == self.client.xmax
assert ylim[0] == self.client.ymin
assert ylim[1] == self.client.ymax
def test_ignore_duplicate_updates(self):
"""Need not create new artist on every draw. Enforce this"""
layer = self.setup_2d_data()
m = MagicMock()
self.client.artists[layer][0].clear = m
self.client._update_layer(layer)
ct0 = m.call_count
self.client._update_layer(layer)
ct1 = m.call_count
assert ct1 == ct0
def test_range_rois_preserved(self):
data = self.add_data_and_attributes()
assert self.client.xatt is not self.client.yatt
roi = XRangeROI()
roi.set_range(1, 2)
self.client.apply_roi(roi)
assert isinstance(data.edit_subset.subset_state, RangeSubsetState)
assert data.edit_subset.subset_state.att == self.client.xatt
roi = RectangularROI()
roi = YRangeROI()
roi.set_range(1, 2)
self.client.apply_roi(roi)
assert data.edit_subset.subset_state.att == self.client.yatt
def test_component_replaced(self):
# regression test for #508
data = self.add_data_and_attributes()
test = ComponentID('test')
data.update_id(self.client.xatt, test)
assert self.client.xatt is test
class TestCommunication(object):
def setup_method(self, method):
self.data = Data(x=[1, 2, 3, 2, 2, 3, 1])
figure = MagicMock()
self.collect = DataCollection()
self.client = HistogramClient(self.collect, figure)
self.axes = self.client.axes
self.hub = self.collect.hub
self.connect()
def draw_count(self):
return self.axes.figure.canvas.draw.call_count
def connect(self):
self.client.register_to_hub(self.hub)
self.collect.register_to_hub(self.hub)
def test_ignore_data_add_message(self):
self.collect.append(self.data)
assert not (self.client.layer_present(self.data))
def test_update_data_ignored_if_data_not_present(self):
self.collect.append(self.data)
ct0 = self.draw_count()
self.data.style.color = 'blue'
assert self.draw_count() == ct0
def test_update_data_processed_if_data_present(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
ct0 = self.draw_count()
self.data.style.color = 'blue'
assert self.draw_count() > ct0
def test_add_subset_ignored_if_data_not_present(self):
self.collect.append(self.data)
sub = self.data.new_subset()
assert not (self.client.layer_present(sub))
def test_add_subset_processed_if_data_present(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
sub = self.data.new_subset()
assert (self.client.layer_present(sub))
def test_update_subset_ignored_if_not_present(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
sub = self.data.new_subset()
self.client.remove_layer(sub)
ct0 = self.draw_count()
sub.style.color = 'blue'
assert self.draw_count() == ct0
def test_update_subset_processed_if_present(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
sub = self.data.new_subset()
ct0 = self.draw_count()
sub.style.color = 'blue'
assert self.draw_count() > ct0
def test_data_remove_message(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
self.collect.remove(self.data)
assert not self.client.layer_present(self.data)
def test_subset_remove_message(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
sub = self.data.new_subset()
assert self.client.layer_present(sub)
sub.delete()
assert not self.client.layer_present(sub)
class TestScatterClient(object):
def setup_method(self, method):
self.data = example_data.test_data()
self.ids = [self.data[0].find_component_id('a'),
self.data[0].find_component_id('b'),
self.data[1].find_component_id('c'),
self.data[1].find_component_id('d')]
self.roi_limits = (0.5, 0.5, 1.5, 1.5)
self.roi_points = (np.array([1]), np.array([1]))
self.collect = DataCollection()
EditSubsetMode().data_collection = self.collect
self.hub = self.collect.hub
FIGURE.clf()
axes = FIGURE.add_subplot(111)
self.client = ScatterClient(self.collect, axes=axes)
self.connect()
def teardown_method(self, methdod):
self.assert_properties_correct()
self.assert_axes_ticks_correct()
def assert_properties_correct(self):
ax = self.client.axes
cl = self.client
xlim = ax.get_xlim()
ylim = ax.get_ylim()
assert abs(cl.xmin - min(xlim)) < 1e-2
assert abs(cl.xmax - max(xlim)) < 1e-2
assert abs(cl.ymin - min(ylim)) < 1e-2
assert abs(cl.ymax - max(ylim)) < 1e-2
assert cl.xflip == (xlim[1] < xlim[0])
assert cl.yflip == (ylim[1] < ylim[0])
assert cl.xlog == (ax.get_xscale() == 'log')
assert cl.ylog == (ax.get_yscale() == 'log')
assert (self.client.xatt is None) or isinstance(
self.client.xatt, ComponentID)
assert (self.client.yatt is None) or isinstance(
self.client.yatt, ComponentID)
def check_ticks(self, axis, is_log, is_cat):
locator = axis.get_major_locator()
formatter = axis.get_major_formatter()
if is_log:
assert isinstance(locator, LogLocator)
assert isinstance(formatter, LogFormatterMathtext)
elif is_cat:
assert isinstance(locator, MaxNLocator)
assert isinstance(formatter, FuncFormatter)
else:
assert isinstance(locator, AutoLocator)
assert isinstance(formatter, ScalarFormatter)
def assert_axes_ticks_correct(self):
ax = self.client.axes
client = self.client
if client.xatt is not None:
self.check_ticks(ax.xaxis,
client.xlog,
client._check_categorical(client.xatt))
if client.yatt is not None:
self.check_ticks(ax.yaxis,
client.ylog,
client._check_categorical(client.yatt))
def plot_data(self, layer):
""" Return the data bounds for a given layer (data or subset)
Output format: [xmin, xmax], [ymin, ymax]
"""
client = self.client
x, y = client.artists[layer][0].get_data()
xmin = x.min()
xmax = x.max()
ymin = y.min()
ymax = y.max()
return [xmin, xmax], [ymin, ymax]
def plot_limits(self):
""" Return the plot limits
Output format [xmin, xmax], [ymin, ymax]
"""
ax = self.client.axes
xlim = ax.get_xlim()
ylim = ax.get_ylim()
return (min(xlim), max(xlim)), (min(ylim), max(ylim))
def assert_layer_inside_limits(self, layer):
"""Assert that points of a layer are within plot limits """
xydata = self.plot_data(layer)
xylimits = self.plot_limits()
assert xydata[0][0] >= xylimits[0][0]
assert xydata[1][0] >= xylimits[1][0]
assert xydata[0][1] <= xylimits[0][1]
assert xydata[1][1] <= xylimits[1][1]
def setup_2d_data(self):
d = Data(x=[[1, 2], [3, 4]], y=[[2, 4], [6, 8]])
self.collect.append(d)
self.client.add_layer(d)
self.client.xatt = d.id['x']
self.client.yatt = d.id['y']
return d
def add_data(self, data=None):
if data is None:
data = self.data[0]
data.edit_subset = data.new_subset()
self.collect.append(data)
self.client.add_data(data)
return data
def add_data_and_attributes(self):
data = self.add_data()
data.edit_subset = data.new_subset()
self.client.xatt = self.ids[0]
self.client.yatt = self.ids[1]
return data
def is_first_in_front(self, front, back):
z1 = self.client.get_layer_order(front)
z2 = self.client.get_layer_order(back)
return z1 > z2
def connect(self):
self.client.register_to_hub(self.hub)
self.collect.register_to_hub(self.hub)
def layer_drawn(self, layer):
return self.client.is_layer_present(layer) and \
all(a.enabled and a.visible for a in self.client.artists[layer])
def layer_data_correct(self, layer, x, y):
xx, yy = self.client.artists[layer][0].get_data()
if max(abs(xx - x)) > .01:
return False
if max(abs(yy - y)) > .01:
return False
return True
def test_empty_on_creation(self):
for d in self.data:
assert not self.client.is_layer_present(d)
def test_add_external_data_raises_exception(self):
data = Data()
with pytest.raises(TypeError) as exc:
self.client.add_data(data)
assert exc.value.args[0] == "Layer not in data collection"
def test_valid_add(self):
self.add_data()
assert self.client.is_layer_present(self.data[0])
def test_axis_labels_sync_with_setters(self):
self.add_data()
self.client.xatt = self.ids[1]
assert self.client.axes.get_xlabel() == self.ids[1].label
self.client.yatt = self.ids[0]
assert self.client.axes.get_ylabel() == self.ids[0].label
def test_setters_require_componentID(self):
self.add_data()
with pytest.raises(TypeError):
self.client.xatt = self.ids[1]._label
self.client.xatt = self.ids[1]
def test_logs(self):
self.add_data()
self.client.xlog = True
assert self.client.axes.get_xscale() == 'log'
self.client.xlog = False
assert self.client.axes.get_xscale() == 'linear'
self.client.ylog = True
assert self.client.axes.get_yscale() == 'log'
self.client.ylog = False
assert self.client.axes.get_yscale() == 'linear'
def test_flips(self):
self.add_data()
self.client.xflip = True
self.assert_flips(True, False)
self.client.xflip = False
self.assert_flips(False, False)
self.client.yflip = True
self.assert_flips(False, True)
self.client.yflip = False
self.assert_flips(False, False)
def assert_flips(self, xflip, yflip):
ax = self.client.axes
xlim = ax.get_xlim()
ylim = ax.get_ylim()
assert (xlim[1] < xlim[0]) == xflip
assert (ylim[1] < ylim[0]) == yflip
def test_double_add(self):
n0 = len(self.client.axes.lines)
layer = self.add_data_and_attributes()
# data present
assert len(self.client.axes.lines) == n0 + 1 + len(layer.subsets)
layer = self.add_data()
# data still present
assert len(self.client.axes.lines) == n0 + 1 + len(layer.subsets)
def test_data_updates_propagate(self):
layer = self.add_data_and_attributes()
assert self.layer_drawn(layer)
self.client._layer_updated = False
layer.style.color = 'k'
assert self.client._layer_updated
def test_data_removal(self):
layer = self.add_data()
subset = layer.new_subset()
self.collect.remove(layer)
assert not self.client.is_layer_present(layer)
assert not self.client.is_layer_present(subset)
def test_add_subset_while_connected(self):
layer = self.add_data()
subset = layer.new_subset()
assert self.client.is_layer_present(subset)
def test_subset_removal(self):
layer = self.add_data()
subset = layer.new_subset()
assert self.client.is_layer_present(layer)
subset.delete()
assert not self.client.is_layer_present(subset)
def test_subset_removal_removes_from_plot(self):
layer = self.add_data_and_attributes()
subset = layer.new_subset()
ct0 = len(self.client.axes.lines)
subset.delete()
assert len(self.client.axes.lines) == ct0 - 1
def test_add_subset_to_untracked_data(self):
subset = self.data[0].new_subset()
assert not self.client.is_layer_present(subset)
def test_valid_plot_data(self):
layer = self.add_data_and_attributes()
x = layer[self.ids[0]]
y = layer[self.ids[1]]
assert self.layer_data_correct(layer, x, y)
def test_attribute_update_plot_data(self):
layer = self.add_data_and_attributes()
x = layer[self.ids[0]]
y = layer[self.ids[0]]
self.client.yatt = self.ids[0]
assert self.layer_data_correct(layer, x, y)
def test_invalid_plot(self):
layer = self.add_data_and_attributes()
assert self.layer_drawn(layer)
c = ComponentID('bad id')
self.client.xatt = c
assert not self.layer_drawn(layer)
self.client.xatt = self.ids[0]
def test_redraw_called_on_invalid_plot(self):
""" Plot should be updated when given invalid data,
to sync layers' disabled/invisible states"""
ctr = MagicMock()
layer = self.add_data_and_attributes()
assert self.layer_drawn(layer)
c = ComponentID('bad id')
self.client._redraw = ctr
ct0 = ctr.call_count
self.client.xatt = c
ct1 = ctr.call_count
ncall = ct1 - ct0
expected = len(self.client.artists)
assert ncall >= expected
self.client.xatt = self.ids[0]
def test_two_incompatible_data(self):
d0 = self.add_data(self.data[0])
d1 = self.add_data(self.data[1])
self.client.xatt = self.ids[0]
self.client.yatt = self.ids[1]
x = d0[self.ids[0]]
y = d0[self.ids[1]]
assert self.layer_drawn(d0)
assert self.layer_data_correct(d0, x, y)
assert not self.layer_drawn(d1)
self.client.xatt = self.ids[2]
self.client.yatt = self.ids[3]
x = d1[self.ids[2]]
y = d1[self.ids[3]]
assert self.layer_drawn(d1)
assert self.layer_data_correct(d1, x, y)
assert not self.layer_drawn(d0)
def test_subsets_connect_with_data(self):
data = self.data[0]
s1 = data.new_subset()
s2 = data.new_subset()
self.collect.append(data)
self.client.add_data(data)
assert self.client.is_layer_present(s1)
assert self.client.is_layer_present(s2)
assert self.client.is_layer_present(data)
# should also work with add_layer
self.collect.remove(data)
assert data not in self.collect
assert not self.client.is_layer_present(s1)
self.collect.append(data)
self.client.add_layer(data)
assert self.client.is_layer_present(s1)
def test_edit_subset_connect_with_data(self):
data = self.add_data()
assert self.client.is_layer_present(data.edit_subset)
def test_edit_subset_removed_with_data(self):
data = self.add_data()
self.collect.remove(data)
assert not self.client.is_layer_present(data.edit_subset)
def test_apply_roi(self):
data = self.add_data_and_attributes()
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
x, y = self.roi_points
self.client.apply_roi(roi)
assert self.layer_data_correct(data.edit_subset, x, y)
def test_apply_roi_adds_on_empty(self):
data = self.add_data_and_attributes()
data._subsets = []
data.edit_subset = None
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
x, y = self.roi_points
self.client.apply_roi(roi)
assert data.edit_subset is not None
def test_apply_roi_applies_to_all_editable_subsets(self):
d1 = self.add_data_and_attributes()
d2 = self.add_data()
state1 = d1.edit_subset.subset_state
state2 = d2.edit_subset.subset_state
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
x, y = self.roi_points
self.client.apply_roi(roi)
assert d1.edit_subset.subset_state is not state1
assert d1.edit_subset.subset_state is not state2
def test_apply_roi_doesnt_add_if_any_selection(self):
d1 = self.add_data_and_attributes()
d2 = self.add_data()
d1.edit_subset = None
d2.edit_subset = d2.new_subset()
ct = len(d1.subsets)
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
x, y = self.roi_points
self.client.apply_roi(roi)
assert len(d1.subsets) == ct
def test_subsets_drawn_over_data(self):
data = self.add_data_and_attributes()
subset = data.new_subset()
assert self.is_first_in_front(subset, data)
def test_log_sticky(self):
self.add_data_and_attributes()
self.assert_logs(False, False)
self.client.xlog = True
self.client.ylog = True
self.assert_logs(True, True)
self.client.xatt = self.ids[1]
self.client.yatt = self.ids[0]
self.assert_logs(True, True)
def test_log_ticks(self):
# regression test for 354
self.add_data_and_attributes()
self.assert_logs(False, False)
self.client.xlog = True
self.client.yatt = self.ids[0]
self.assert_logs(True, False)
assert not isinstance(self.client.axes.yaxis.get_major_locator(),
LogLocator)
def assert_logs(self, xlog, ylog):
ax = self.client.axes
assert ax.get_xscale() == ('log' if xlog else 'linear')
assert ax.get_yscale() == ('log' if ylog else 'linear')
def test_flip_sticky(self):
self.add_data_and_attributes()
self.client.xflip = True
self.assert_flips(True, False)
self.client.xatt = self.ids[1]
self.assert_flips(True, False)
self.client.xatt = self.ids[0]
self.assert_flips(True, False)
def test_visibility_sticky(self):
data = self.add_data_and_attributes()
roi = RectangularROI()
roi.update_limits(*self.roi_limits)
assert self.client.is_visible(data.edit_subset)
self.client.apply_roi(roi)
self.client.set_visible(data.edit_subset, False)
assert not self.client.is_visible(data.edit_subset)
self.client.apply_roi(roi)
assert not self.client.is_visible(data.edit_subset)
def test_2d_data(self):
"""Should be abple to plot 2d data"""
data = self.setup_2d_data()
assert self.layer_data_correct(data, [1, 2, 3, 4], [2, 4, 6, 8])
def test_2d_data_limits_with_subset(self):
"""visible limits should work with subsets and 2d data"""
d = self.setup_2d_data()
state = d.id['x'] > 2
s = d.new_subset()
s.subset_state = state
assert self.client._visible_limits(0) == (1, 4)
assert self.client._visible_limits(1) == (2, 8)
def test_limits_nans(self):
d = Data()
x = Component(np.array([[1, 2], [np.nan, 4]]))
y = Component(np.array([[2, 4], [np.nan, 8]]))
xid = d.add_component(x, 'x')
yid = d.add_component(y, 'y')
self.collect.append(d)
self.client.add_layer(d)
self.client.xatt = xid
self.client.yatt = yid
assert self.client._visible_limits(0) == (1, 4)
assert self.client._visible_limits(1) == (2, 8)
def test_limits_inf(self):
d = Data()
x = Component(np.array([[1, 2], [np.infty, 4]]))
y = Component(np.array([[2, 4], [-np.infty, 8]]))
xid = d.add_component(x, 'x')
yid = d.add_component(y, 'y')
self.collect.append(d)
self.client.add_layer(d)
self.client.xatt = xid
self.client.yatt = yid
assert self.client._visible_limits(0) == (1, 4)
assert self.client._visible_limits(1) == (2, 8)
def test_xlog_relimits_if_negative(self):
self.add_data_and_attributes()
self.client.xflip = False
self.client.xlog = False
self.client.axes.set_xlim(-5, 5)
self.client.xlog = True
assert self.client.axes.get_xlim()[0] > .9
def test_ylog_relimits_if_negative(self):
self.add_data_and_attributes()
self.client.yflip = False
self.client.ylog = False
self.client.axes.set_ylim(-5, 5)
self.client.ylog = True
assert self.client.axes.get_ylim()[0] > .9
def test_subset_added_only_if_data_layer_present(self):
self.collect.append(self.data[0])
assert self.data[0] not in self.client.artists
s = self.data[0].new_subset()
assert s not in self.client.artists
def test_pull_properties(self):
ax = self.client.axes
ax.set_xlim(6, 5)
ax.set_ylim(8, 7)
ax.set_xscale('log')
ax.set_yscale('log')
self.client._pull_properties()
self.assert_properties_correct()
def test_rescaled_on_init(self):
layer = self.setup_2d_data()
self.assert_layer_inside_limits(layer)
def test_set_limits(self):
self.client.xmin = 3
self.client.xmax = 4
self.client.ymin = 5
self.client.ymax = 6
ax = self.client.axes
xlim = ax.get_xlim()
ylim = ax.get_ylim()
assert xlim[0] == self.client.xmin
assert xlim[1] == self.client.xmax
assert ylim[0] == self.client.ymin
assert ylim[1] == self.client.ymax
def test_ignore_duplicate_updates(self):
"""Need not create new artist on every draw. Enforce this"""
layer = self.setup_2d_data()
m = MagicMock()
self.client.artists[layer][0].clear = m
self.client._update_layer(layer)
ct0 = m.call_count
self.client._update_layer(layer)
ct1 = m.call_count
assert ct1 == ct0
def test_range_rois_preserved(self):
data = self.add_data_and_attributes()
assert self.client.xatt is not self.client.yatt
roi = XRangeROI()
roi.set_range(1, 2)
self.client.apply_roi(roi)
assert isinstance(data.edit_subset.subset_state,
RangeSubsetState)
assert data.edit_subset.subset_state.att == self.client.xatt
roi = RectangularROI()
roi = YRangeROI()
roi.set_range(1, 2)
self.client.apply_roi(roi)
assert data.edit_subset.subset_state.att == self.client.yatt
def test_component_replaced(self):
# regression test for #508
data = self.add_data_and_attributes()
test = ComponentID('test')
data.update_id(self.client.xatt, test)
assert self.client.xatt is test
class TestCommunication(object):
def setup_method(self, method):
self.data = Data(x=[1, 2, 3, 2, 2, 3, 1])
figure = MagicMock()
self.collect = DataCollection()
self.client = HistogramClient(self.collect, figure)
self.axes = self.client.axes
self.hub = self.collect.hub
self.connect()
def draw_count(self):
return self.axes.figure.canvas.draw.call_count
def connect(self):
self.client.register_to_hub(self.hub)
self.collect.register_to_hub(self.hub)
def test_ignore_data_add_message(self):
self.collect.append(self.data)
assert not (self.client.layer_present(self.data))
def test_update_data_ignored_if_data_not_present(self):
self.collect.append(self.data)
ct0 = self.draw_count()
self.data.style.color = 'blue'
assert self.draw_count() == ct0
def test_update_data_processed_if_data_present(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
ct0 = self.draw_count()
self.data.style.color = 'blue'
assert self.draw_count() > ct0
def test_add_subset_ignored_if_data_not_present(self):
self.collect.append(self.data)
sub = self.data.new_subset()
assert not (self.client.layer_present(sub))
def test_add_subset_processed_if_data_present(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
sub = self.data.new_subset()
assert (self.client.layer_present(sub))
def test_update_subset_ignored_if_not_present(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
sub = self.data.new_subset()
self.client.remove_layer(sub)
ct0 = self.draw_count()
sub.style.color = 'blue'
assert self.draw_count() == ct0
def test_update_subset_processed_if_present(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
sub = self.data.new_subset()
ct0 = self.draw_count()
sub.style.color = 'blue'
assert self.draw_count() > ct0
def test_data_remove_message(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
self.collect.remove(self.data)
assert not self.client.layer_present(self.data)
def test_subset_remove_message(self):
self.collect.append(self.data)
self.client.add_layer(self.data)
sub = self.data.new_subset()
assert self.client.layer_present(sub)
sub.delete()
assert not self.client.layer_present(sub)
def receive_message(self, message):
""" Receives each DataMessage relay """
print " MyClient received a message \n"
# create objects
hub = Hub()
client = MyClient()
data = Data()
subset = data.new_subset()
data_collection = DataCollection()
# connect them to each other
data_collection.append(data)
data_collection.register_to_hub(hub)
client.register_to_hub(hub)
# manually send a DataMessage. Relayed to MyClient
print 'Manually sending DataMessage'
message = DataMessage(data)
hub.broadcast(message)
#modify the data object. Automatically generates a DataMessage
print 'Automatically triggering DataMessage'
data.label = "New label"
#send a SubsetMessage to the Hub.
print 'Manually sending SubsetMessage'
message = SubsetMessage(subset)
hub.broadcast(message) # nothing is printed
