def test_add_reset_event(self): bg = BaseGraph() bg.edges = None bg.chart_type = "test" bg.x = "a" bg.x_range = (0, 2) bg.y_range = (3, 5) df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) dashboard._active_view = "a_test" def t_func1(event, fn): fn("event") def reload_fn(nodes, edges=None, patch_update=False): pass bg.add_event = t_func1 bg.reload_chart = reload_fn bg.add_reset_event(dashboard) assert bg.x_range is None assert bg.y_range is None assert dashboard._active_view == "a_test"
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_selection_callback(self, df_type): bnac = BaseNonAggregate() bnac.x = "a" bnac.y = "b" bnac.chart_type = "temp" def t_function(data, patch_update=False): self.result = data bnac.reload_chart = t_function df = initialize_df(df_type, {"a": [0, 1, 1, 2], "b": [0, 1, 2, 0]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) geometry = np.array([[1, 1, 2], [1, 2, 1]]) t = bnac.get_lasso_select_callback(dashboard) with mock.patch("cuspatial.point_in_polygon") as pip: if isinstance(df, 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_add_events(self, df_type, add_interaction, reset_event, event_1, event_2): bnac = BaseNonAggregate() bnac.add_interaction = add_interaction bnac.reset_event = reset_event bnac.chart = hv.InteractiveDatashader() df = initialize_df(df_type, {"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) self.event_1 = None self.event_2 = None def t_func(fn): self.event_1 = fn.__name__ def t_func1(fn): self.event_2 = fn.__name__ bnac.chart.add_box_select_callback = t_func bnac.chart.add_lasso_select_callback = t_func1 bnac.add_events(dashboard) assert self.event_1 == event_1 assert self.event_2 == event_2
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_get_selection_geometry_callback(self, df_type): bnac = BaseNonAggregate() df = initialize_df(df_type, {"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) assert callable(type(bnac.get_box_select_callback(dashboard))) assert callable(type(bnac.get_lasso_select_callback(dashboard)))
def test_get_selection_geometry_callback(self): bg = BaseGraph() df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) assert (bg.get_selection_geometry_callback(dashboard).__name__ == "selection_callback") assert callable(type(bg.get_selection_geometry_callback(dashboard)))
def test_get_selection_geometry_callback(self): bnac = BaseNonAggregate() df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(data=df) assert (bnac.get_selection_geometry_callback(dashboard).__name__ == "selection_callback") assert callable(type(bnac.get_selection_geometry_callback(dashboard)))
def test_selection_callback(self): bnac = BaseNonAggregate() bnac.x = "a" bnac.y = "b" bnac.chart_type = "temp" self.result = None def t_function(data, patch_update=False): self.result = data bnac.reload_chart = t_function df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(data=df) dashboard._active_view = bnac.name t = bnac.get_selection_geometry_callback(dashboard) t(xmin=1, xmax=2, ymin=3, ymax=4) assert self.result.equals(df.query("1<=a<=2 and 3<=b<=4"))
def test_add_reset_event(self, df_type): bnac = BaseNonAggregate() bnac.chart_type = "test" bnac.x = "a" bnac.x_range = (0, 2) bnac.y_range = (3, 5) bnac.chart = hv.InteractiveDatashader() df = initialize_df(df_type, {"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) dashboard._active_view = bnac def t_func1(event, fn): fn("event") bnac.add_event = t_func1 bnac.add_reset_event(dashboard) assert bnac.selected_indices is None
def test_add_reset_event(self): bnac = BaseNonAggregate() bnac.chart_type = "test" bnac.x = "a" bnac.x_range = (0, 2) bnac.y_range = (3, 5) df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) dashboard._active_view = bnac def t_func1(event, fn): fn("event") bnac.add_event = t_func1 bnac.add_reset_event(dashboard) assert bnac.x_range is None assert bnac.y_range is None
def test_box_selection_callback(self): bnac = BaseNonAggregate() bnac.x = "a" bnac.y = "b" bnac.chart_type = "temp" self.result = None def t_function(data, patch_update=False): self.result = data bnac.reload_chart = t_function df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) dashboard._active_view = bnac.name class evt: geometry = dict(x0=1, x1=2, y0=3, y1=4, type="rect") t = bnac.get_selection_geometry_callback(dashboard) t(evt) assert self.result.equals(df.query("1<=a<=2 and 3<=b<=4"))
def test_compute_query_dict(self, x_range, y_range, query): bnac = BaseNonAggregate() bnac.chart_type = "test" bnac.x = "a" bnac.y = "b" bnac.x_range = x_range bnac.y_range = y_range df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(data=df) bnac.compute_query_dict(dashboard._query_str_dict) assert dashboard._query_str_dict["a_test"] == query
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)
def test_compute_query_dict(self, x_range, y_range, query, local_dict): bg = BaseGraph() bg.chart_type = "test" bg.x_range = x_range bg.y_range = y_range df = cudf.DataFrame({"x": [1, 2, 2], "y": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) bg.compute_query_dict(dashboard._query_str_dict, dashboard._query_local_variables_dict) assert dashboard._query_str_dict["x_test"] == query for key in local_dict: assert ( dashboard._query_local_variables_dict[key] == local_dict[key])
def test_box_selection_callback(self, df_type): bnac = BaseNonAggregate() bnac.x = "a" bnac.y = "b" bnac.chart_type = "temp" self.result = None def t_function(data, patch_update=False): self.result = data bnac.reload_chart = t_function df = initialize_df(df_type, {"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) dashboard._active_view = bnac class evt: bounds = (1, 2, 3, 4) x_selection = (1, 2) y_selection = (3, 4) t = bnac.get_box_select_callback(dashboard) t(evt.bounds, evt.x_selection, evt.y_selection) assert df_equals(self.result, df.query("1<=a<=2 and 3<=b<=4"))
def test_add_reset_event(self, df_type): bg = BaseGraph() bg.edges = None bg.chart_type = "test" bg.x = "a" bg.x_range = (0, 2) bg.y_range = (3, 5) bg.chart = hv.InteractiveDatashader() df = initialize_df(df_type, {"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) dashboard._active_view = bg def t_func1(event, fn): fn("event") def reload_fn(data, edges=None, patch_update=False): pass bg.add_event = t_func1 bg.reload_chart = reload_fn bg.add_reset_event(dashboard) assert bg.selected_indices is None
def test_compute_query_dict(self, x_range, y_range, query, local_dict): bnac = BaseNonAggregate() bnac.chart_type = "test" bnac.x = "x" bnac.y = "y" bnac.x_range = x_range bnac.y_range = y_range df = cudf.DataFrame({"x": [1, 2, 2], "y": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) bnac.compute_query_dict(dashboard._query_str_dict, dashboard._query_local_variables_dict) bnac_key = (f"{bnac.x}_{bnac.y}" f"{'_' + bnac.aggregate_col if bnac.aggregate_col else ''}" f"_{bnac.aggregate_fn}_{bnac.chart_type}_{bnac.title}") assert dashboard._query_str_dict[bnac_key] == query for key in local_dict: assert ( dashboard._query_local_variables_dict[key] == local_dict[key])
def test_compute_query_dict( self, df_type, x_range, y_range, query, local_dict ): bg = BaseGraph() bg.chart_type = "test" bg.box_selected_range = local_dict bg.x_range = x_range bg.y_range = y_range df = initialize_df(df_type, {"x": [1, 2, 2], "y": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) bg.compute_query_dict( dashboard._query_str_dict, dashboard._query_local_variables_dict ) assert ( dashboard._query_str_dict[f"x_y_vertex_count_test_{bg.title}"] == query ) for key in local_dict: assert ( dashboard._query_local_variables_dict[key] == local_dict[key] )
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_add_events(self, add_interaction, reset_event, event_1, event_2): bg = BaseGraph() bg.add_interaction = add_interaction bg.reset_event = reset_event df = cudf.DataFrame({"x": [1, 2, 2], "y": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) self.event_1 = None self.event_2 = None def t_func(fn): self.event_1 = fn.__name__ def t_func1(event, fn): self.event_2 = fn.__name__ bg.add_selection_geometry_event = t_func bg.add_event = t_func1 bg.add_events(dashboard) assert self.event_1 == event_1 assert self.event_2 == event_2
def test_lasso_election_callback(self): bnac = BaseNonAggregate() bnac.x = "a" bnac.y = "b" bnac.chart_type = "temp" def t_function(data, patch_update=False): self.result = data bnac.reload_chart = t_function df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(dataframe=DataFrame.from_dataframe(df)) class evt: geometry = dict(x=[1, 1, 2], y=[1, 2, 1], type="poly") final = True t = bnac.get_selection_geometry_callback(dashboard) with mock.patch("cuspatial.point_in_polygon") as pip: pip.return_value = cudf.DataFrame( {"selection": [True, False, True]}) t(evt) assert pip.called
def test_add_events(self, add_interaction, reset_event, event_1, event_2): bnac = BaseNonAggregate() bnac.add_interaction = add_interaction bnac.reset_event = reset_event df = cudf.DataFrame({"a": [1, 2, 2], "b": [3, 4, 5]}) dashboard = DashBoard(data=df) self.event_1 = None self.event_2 = None def t_func(fn): self.event_1 = fn.__name__ def t_func1(event, fn): self.event_2 = fn.__name__ bnac.add_selection_geometry_event = t_func bnac.add_event = t_func1 bnac.add_events(dashboard) assert self.event_1 == event_1 assert self.event_2 == event_2