diff options
Diffstat (limited to '.venv/lib/python3.12/site-packages/networkx/classes/tests/test_subgraphviews.py')
-rw-r--r-- | .venv/lib/python3.12/site-packages/networkx/classes/tests/test_subgraphviews.py | 362 |
1 files changed, 362 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/networkx/classes/tests/test_subgraphviews.py b/.venv/lib/python3.12/site-packages/networkx/classes/tests/test_subgraphviews.py new file mode 100644 index 00000000..73e0fdd2 --- /dev/null +++ b/.venv/lib/python3.12/site-packages/networkx/classes/tests/test_subgraphviews.py @@ -0,0 +1,362 @@ +import pytest + +import networkx as nx +from networkx.utils import edges_equal + + +class TestSubGraphView: + gview = staticmethod(nx.subgraph_view) + graph = nx.Graph + hide_edges_filter = staticmethod(nx.filters.hide_edges) + show_edges_filter = staticmethod(nx.filters.show_edges) + + @classmethod + def setup_class(cls): + cls.G = nx.path_graph(9, create_using=cls.graph()) + cls.hide_edges_w_hide_nodes = {(3, 4), (4, 5), (5, 6)} + + def test_hidden_nodes(self): + hide_nodes = [4, 5, 111] + nodes_gone = nx.filters.hide_nodes(hide_nodes) + gview = self.gview + G = gview(self.G, filter_node=nodes_gone) + assert self.G.nodes - G.nodes == {4, 5} + assert self.G.edges - G.edges == self.hide_edges_w_hide_nodes + if G.is_directed(): + assert list(G[3]) == [] + assert list(G[2]) == [3] + else: + assert list(G[3]) == [2] + assert set(G[2]) == {1, 3} + pytest.raises(KeyError, G.__getitem__, 4) + pytest.raises(KeyError, G.__getitem__, 112) + pytest.raises(KeyError, G.__getitem__, 111) + assert G.degree(3) == (3 if G.is_multigraph() else 1) + assert G.size() == (7 if G.is_multigraph() else 5) + + def test_hidden_edges(self): + hide_edges = [(2, 3), (8, 7), (222, 223)] + edges_gone = self.hide_edges_filter(hide_edges) + gview = self.gview + G = gview(self.G, filter_edge=edges_gone) + assert self.G.nodes == G.nodes + if G.is_directed(): + assert self.G.edges - G.edges == {(2, 3)} + assert list(G[2]) == [] + assert list(G.pred[3]) == [] + assert list(G.pred[2]) == [1] + assert G.size() == 7 + else: + assert self.G.edges - G.edges == {(2, 3), (7, 8)} + assert list(G[2]) == [1] + assert G.size() == 6 + assert list(G[3]) == [4] + pytest.raises(KeyError, G.__getitem__, 221) + pytest.raises(KeyError, G.__getitem__, 222) + assert G.degree(3) == 1 + + def test_shown_node(self): + induced_subgraph = nx.filters.show_nodes([2, 3, 111]) + gview = self.gview + G = gview(self.G, filter_node=induced_subgraph) + assert set(G.nodes) == {2, 3} + if G.is_directed(): + assert list(G[3]) == [] + else: + assert list(G[3]) == [2] + assert list(G[2]) == [3] + pytest.raises(KeyError, G.__getitem__, 4) + pytest.raises(KeyError, G.__getitem__, 112) + pytest.raises(KeyError, G.__getitem__, 111) + assert G.degree(3) == (3 if G.is_multigraph() else 1) + assert G.size() == (3 if G.is_multigraph() else 1) + + def test_shown_edges(self): + show_edges = [(2, 3), (8, 7), (222, 223)] + edge_subgraph = self.show_edges_filter(show_edges) + G = self.gview(self.G, filter_edge=edge_subgraph) + assert self.G.nodes == G.nodes + if G.is_directed(): + assert G.edges == {(2, 3)} + assert list(G[3]) == [] + assert list(G[2]) == [3] + assert list(G.pred[3]) == [2] + assert list(G.pred[2]) == [] + assert G.size() == 1 + else: + assert G.edges == {(2, 3), (7, 8)} + assert list(G[3]) == [2] + assert list(G[2]) == [3] + assert G.size() == 2 + pytest.raises(KeyError, G.__getitem__, 221) + pytest.raises(KeyError, G.__getitem__, 222) + assert G.degree(3) == 1 + + +class TestSubDiGraphView(TestSubGraphView): + gview = staticmethod(nx.subgraph_view) + graph = nx.DiGraph + hide_edges_filter = staticmethod(nx.filters.hide_diedges) + show_edges_filter = staticmethod(nx.filters.show_diedges) + hide_edges = [(2, 3), (8, 7), (222, 223)] + excluded = {(2, 3), (3, 4), (4, 5), (5, 6)} + + def test_inoutedges(self): + edges_gone = self.hide_edges_filter(self.hide_edges) + hide_nodes = [4, 5, 111] + nodes_gone = nx.filters.hide_nodes(hide_nodes) + G = self.gview(self.G, filter_node=nodes_gone, filter_edge=edges_gone) + + assert self.G.in_edges - G.in_edges == self.excluded + assert self.G.out_edges - G.out_edges == self.excluded + + def test_pred(self): + edges_gone = self.hide_edges_filter(self.hide_edges) + hide_nodes = [4, 5, 111] + nodes_gone = nx.filters.hide_nodes(hide_nodes) + G = self.gview(self.G, filter_node=nodes_gone, filter_edge=edges_gone) + + assert list(G.pred[2]) == [1] + assert list(G.pred[6]) == [] + + def test_inout_degree(self): + edges_gone = self.hide_edges_filter(self.hide_edges) + hide_nodes = [4, 5, 111] + nodes_gone = nx.filters.hide_nodes(hide_nodes) + G = self.gview(self.G, filter_node=nodes_gone, filter_edge=edges_gone) + + assert G.degree(2) == 1 + assert G.out_degree(2) == 0 + assert G.in_degree(2) == 1 + assert G.size() == 4 + + +# multigraph +class TestMultiGraphView(TestSubGraphView): + gview = staticmethod(nx.subgraph_view) + graph = nx.MultiGraph + hide_edges_filter = staticmethod(nx.filters.hide_multiedges) + show_edges_filter = staticmethod(nx.filters.show_multiedges) + + @classmethod + def setup_class(cls): + cls.G = nx.path_graph(9, create_using=cls.graph()) + multiedges = {(2, 3, 4), (2, 3, 5)} + cls.G.add_edges_from(multiedges) + cls.hide_edges_w_hide_nodes = {(3, 4, 0), (4, 5, 0), (5, 6, 0)} + + def test_hidden_edges(self): + hide_edges = [(2, 3, 4), (2, 3, 3), (8, 7, 0), (222, 223, 0)] + edges_gone = self.hide_edges_filter(hide_edges) + G = self.gview(self.G, filter_edge=edges_gone) + assert self.G.nodes == G.nodes + if G.is_directed(): + assert self.G.edges - G.edges == {(2, 3, 4)} + assert list(G[3]) == [4] + assert list(G[2]) == [3] + assert list(G.pred[3]) == [2] # only one 2 but two edges + assert list(G.pred[2]) == [1] + assert G.size() == 9 + else: + assert self.G.edges - G.edges == {(2, 3, 4), (7, 8, 0)} + assert list(G[3]) == [2, 4] + assert list(G[2]) == [1, 3] + assert G.size() == 8 + assert G.degree(3) == 3 + pytest.raises(KeyError, G.__getitem__, 221) + pytest.raises(KeyError, G.__getitem__, 222) + + def test_shown_edges(self): + show_edges = [(2, 3, 4), (2, 3, 3), (8, 7, 0), (222, 223, 0)] + edge_subgraph = self.show_edges_filter(show_edges) + G = self.gview(self.G, filter_edge=edge_subgraph) + assert self.G.nodes == G.nodes + if G.is_directed(): + assert G.edges == {(2, 3, 4)} + assert list(G[3]) == [] + assert list(G.pred[3]) == [2] + assert list(G.pred[2]) == [] + assert G.size() == 1 + else: + assert G.edges == {(2, 3, 4), (7, 8, 0)} + assert G.size() == 2 + assert list(G[3]) == [2] + assert G.degree(3) == 1 + assert list(G[2]) == [3] + pytest.raises(KeyError, G.__getitem__, 221) + pytest.raises(KeyError, G.__getitem__, 222) + + +# multidigraph +class TestMultiDiGraphView(TestMultiGraphView, TestSubDiGraphView): + gview = staticmethod(nx.subgraph_view) + graph = nx.MultiDiGraph + hide_edges_filter = staticmethod(nx.filters.hide_multidiedges) + show_edges_filter = staticmethod(nx.filters.show_multidiedges) + hide_edges = [(2, 3, 0), (8, 7, 0), (222, 223, 0)] + excluded = {(2, 3, 0), (3, 4, 0), (4, 5, 0), (5, 6, 0)} + + def test_inout_degree(self): + edges_gone = self.hide_edges_filter(self.hide_edges) + hide_nodes = [4, 5, 111] + nodes_gone = nx.filters.hide_nodes(hide_nodes) + G = self.gview(self.G, filter_node=nodes_gone, filter_edge=edges_gone) + + assert G.degree(2) == 3 + assert G.out_degree(2) == 2 + assert G.in_degree(2) == 1 + assert G.size() == 6 + + +# induced_subgraph +class TestInducedSubGraph: + @classmethod + def setup_class(cls): + cls.K3 = G = nx.complete_graph(3) + G.graph["foo"] = [] + G.nodes[0]["foo"] = [] + G.remove_edge(1, 2) + ll = [] + G.add_edge(1, 2, foo=ll) + G.add_edge(2, 1, foo=ll) + + def test_full_graph(self): + G = self.K3 + H = nx.induced_subgraph(G, [0, 1, 2, 5]) + assert H.name == G.name + self.graphs_equal(H, G) + self.same_attrdict(H, G) + + def test_partial_subgraph(self): + G = self.K3 + H = nx.induced_subgraph(G, 0) + assert dict(H.adj) == {0: {}} + assert dict(G.adj) != {0: {}} + + H = nx.induced_subgraph(G, [0, 1]) + assert dict(H.adj) == {0: {1: {}}, 1: {0: {}}} + + def same_attrdict(self, H, G): + old_foo = H[1][2]["foo"] + H.edges[1, 2]["foo"] = "baz" + assert G.edges == H.edges + H.edges[1, 2]["foo"] = old_foo + assert G.edges == H.edges + old_foo = H.nodes[0]["foo"] + H.nodes[0]["foo"] = "baz" + assert G.nodes == H.nodes + H.nodes[0]["foo"] = old_foo + assert G.nodes == H.nodes + + def graphs_equal(self, H, G): + assert G._adj == H._adj + assert G._node == H._node + assert G.graph == H.graph + assert G.name == H.name + if not G.is_directed() and not H.is_directed(): + assert H._adj[1][2] is H._adj[2][1] + assert G._adj[1][2] is G._adj[2][1] + else: # at least one is directed + if not G.is_directed(): + G._pred = G._adj + G._succ = G._adj + if not H.is_directed(): + H._pred = H._adj + H._succ = H._adj + assert G._pred == H._pred + assert G._succ == H._succ + assert H._succ[1][2] is H._pred[2][1] + assert G._succ[1][2] is G._pred[2][1] + + +# edge_subgraph +class TestEdgeSubGraph: + @classmethod + def setup_class(cls): + # Create a path graph on five nodes. + cls.G = G = nx.path_graph(5) + # Add some node, edge, and graph attributes. + for i in range(5): + G.nodes[i]["name"] = f"node{i}" + G.edges[0, 1]["name"] = "edge01" + G.edges[3, 4]["name"] = "edge34" + G.graph["name"] = "graph" + # Get the subgraph induced by the first and last edges. + cls.H = nx.edge_subgraph(G, [(0, 1), (3, 4)]) + + def test_correct_nodes(self): + """Tests that the subgraph has the correct nodes.""" + assert [(0, "node0"), (1, "node1"), (3, "node3"), (4, "node4")] == sorted( + self.H.nodes.data("name") + ) + + def test_correct_edges(self): + """Tests that the subgraph has the correct edges.""" + assert edges_equal( + [(0, 1, "edge01"), (3, 4, "edge34")], self.H.edges.data("name") + ) + + def test_add_node(self): + """Tests that adding a node to the original graph does not + affect the nodes of the subgraph. + + """ + self.G.add_node(5) + assert [0, 1, 3, 4] == sorted(self.H.nodes) + self.G.remove_node(5) + + def test_remove_node(self): + """Tests that removing a node in the original graph + removes the nodes of the subgraph. + + """ + self.G.remove_node(0) + assert [1, 3, 4] == sorted(self.H.nodes) + self.G.add_node(0, name="node0") + self.G.add_edge(0, 1, name="edge01") + + def test_node_attr_dict(self): + """Tests that the node attribute dictionary of the two graphs is + the same object. + + """ + for v in self.H: + assert self.G.nodes[v] == self.H.nodes[v] + # Making a change to G should make a change in H and vice versa. + self.G.nodes[0]["name"] = "foo" + assert self.G.nodes[0] == self.H.nodes[0] + self.H.nodes[1]["name"] = "bar" + assert self.G.nodes[1] == self.H.nodes[1] + # Revert the change, so tests pass with pytest-randomly + self.G.nodes[0]["name"] = "node0" + self.H.nodes[1]["name"] = "node1" + + def test_edge_attr_dict(self): + """Tests that the edge attribute dictionary of the two graphs is + the same object. + + """ + for u, v in self.H.edges(): + assert self.G.edges[u, v] == self.H.edges[u, v] + # Making a change to G should make a change in H and vice versa. + self.G.edges[0, 1]["name"] = "foo" + assert self.G.edges[0, 1]["name"] == self.H.edges[0, 1]["name"] + self.H.edges[3, 4]["name"] = "bar" + assert self.G.edges[3, 4]["name"] == self.H.edges[3, 4]["name"] + # Revert the change, so tests pass with pytest-randomly + self.G.edges[0, 1]["name"] = "edge01" + self.H.edges[3, 4]["name"] = "edge34" + + def test_graph_attr_dict(self): + """Tests that the graph attribute dictionary of the two graphs + is the same object. + + """ + assert self.G.graph is self.H.graph + + def test_readonly(self): + """Tests that the subgraph cannot change the graph structure""" + pytest.raises(nx.NetworkXError, self.H.add_node, 5) + pytest.raises(nx.NetworkXError, self.H.remove_node, 0) + pytest.raises(nx.NetworkXError, self.H.add_edge, 5, 6) + pytest.raises(nx.NetworkXError, self.H.remove_edge, 0, 1) |