def test_box_selection_callback(self, inspect_neighbors, result):
nodes = cudf.DataFrame({
"vertex": [0, 1, 2, 3],
"x": [0, 1, 1, 2],
"y": [0, 1, 2, 0]
})
edges = cudf.DataFrame({
"source": [1, 1, 1, 1],
"target": [0, 1, 2, 3]
})
dashboard = DashBoard(dataframe=DataFrame.load_graph((nodes, edges)))
bg = BaseGraph()
bg.chart_type = "temp"
bg.nodes = nodes
bg.edges = edges
bg.inspect_neighbors = inspect_neighbors
self.result = None
def t_function(nodes, edges=None, patch_update=False):
self.result = nodes.reset_index(drop=True)
bg.reload_chart = t_function
dashboard._active_view = bg.name
class evt:
geometry = dict(x0=1, x1=3, y0=0, y1=1, type="rect")
t = bg.get_selection_geometry_callback(dashboard)
t(evt)
assert self.result.equals(result)
def test_lasso_election_callback(self):
nodes = cudf.DataFrame({
"vertex": [0, 1, 2, 3],
"x": [0, 1, 1, 2],
"y": [0, 1, 2, 0]
})
edges = cudf.DataFrame({
"source": [1, 1, 1, 1],
"target": [0, 1, 2, 3]
})
dashboard = DashBoard(dataframe=DataFrame.load_graph((nodes, edges)))
bg = BaseGraph()
bg.chart_type = "temp"
bg.nodes = nodes
bg.edges = edges
bg.inspect_neighbors = CustomInspectTool(_active=False)
def t_function(nodes, edges=None, patch_update=False):
pass
bg.reload_chart = t_function
class evt:
geometry = dict(x=[1, 1, 2], y=[1, 2, 1], type="poly")
final = True
t = bg.get_selection_geometry_callback(dashboard)
with mock.patch("cuspatial.point_in_polygon") as pip:
pip.return_value = cudf.DataFrame(
{"selection": [True, False, True, False]})
t(evt)
assert pip.called
def test_lasso_selection_callback(self, df_type):
nodes = initialize_df(
df_type,
{"vertex": [0, 1, 2, 3], "x": [0, 1, 1, 2], "y": [0, 1, 2, 0]},
)
edges = initialize_df(
df_type, {"source": [1, 1, 1, 1], "target": [0, 1, 2, 3]}
)
dashboard = DashBoard(dataframe=DataFrame.load_graph((nodes, edges)))
bg = BaseGraph()
bg.chart_type = "temp"
bg.nodes = nodes
bg.edges = edges
bg.inspect_neighbors = CustomInspectTool(_active=False)
def t_function(data, edges=None, patch_update=False):
self.result = data
bg.reload_chart = t_function
geometry = np.array([[1, 1, 2], [1, 2, 1]])
t = bg.get_lasso_select_callback(dashboard)
with mock.patch("cuspatial.point_in_polygon") as pip:
if isinstance(nodes, dask_cudf.DataFrame):
# point in polygon is called per partition,
# in this case 2 partitions of length 2 each
pip.return_value = cudf.DataFrame({"selection": [True, False]})
else:
pip.return_value = cudf.DataFrame(
{"selection": [True, False, True, False]}
)
t(geometry)
assert pip.called
assert isinstance(self.result, df_type)
def test_box_selection_callback(
self, df_type, inspect_neighbors, result, index
):
nodes = initialize_df(
df_type,
{"vertex": [0, 1, 2, 3], "x": [0, 1, 1, 2], "y": [0, 1, 2, 0]},
)
edges = initialize_df(
df_type, {"source": [1, 1, 1, 1], "target": [0, 1, 2, 3]}
)
dashboard = DashBoard(dataframe=DataFrame.load_graph((nodes, edges)))
bg = BaseGraph()
bg.chart_type = "temp"
bg.nodes = nodes
bg.edges = edges
bg.inspect_neighbors = inspect_neighbors
self.result = None
def t_function(data, edges=None, patch_update=False):
self.result = data.reset_index(drop=True)
bg.reload_chart = t_function
dashboard._active_view = bg
class evt:
bounds = (1, 3, 0, 1)
x_selection = (1, 3)
y_selection = (0, 1)
t = bg.get_box_select_callback(dashboard)
t(evt.bounds, evt.x_selection, evt.y_selection)
result = initialize_df(df_type, result, index)
assert df_equals(self.result, result)
