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+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)