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authorS. Solomon Darnell2025-03-28 21:52:21 -0500
committerS. Solomon Darnell2025-03-28 21:52:21 -0500
commit4a52a71956a8d46fcb7294ac71734504bb09bcc2 (patch)
treeee3dc5af3b6313e921cd920906356f5d4febc4ed /.venv/lib/python3.12/site-packages/networkx/algorithms/traversal/tests/test_dfs.py
parentcc961e04ba734dd72309fb548a2f97d67d578813 (diff)
downloadgn-ai-master.tar.gz
two version of R2R are hereHEADmaster
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+import networkx as nx
+
+
+class TestDFS:
+ @classmethod
+ def setup_class(cls):
+ # simple graph
+ G = nx.Graph()
+ G.add_edges_from([(0, 1), (1, 2), (1, 3), (2, 4), (3, 0), (0, 4)])
+ cls.G = G
+ # simple graph, disconnected
+ D = nx.Graph()
+ D.add_edges_from([(0, 1), (2, 3)])
+ cls.D = D
+
+ def test_preorder_nodes(self):
+ assert list(nx.dfs_preorder_nodes(self.G, source=0)) == [0, 1, 2, 4, 3]
+ assert list(nx.dfs_preorder_nodes(self.D)) == [0, 1, 2, 3]
+ assert list(nx.dfs_preorder_nodes(self.D, source=2)) == [2, 3]
+
+ def test_postorder_nodes(self):
+ assert list(nx.dfs_postorder_nodes(self.G, source=0)) == [4, 2, 3, 1, 0]
+ assert list(nx.dfs_postorder_nodes(self.D)) == [1, 0, 3, 2]
+ assert list(nx.dfs_postorder_nodes(self.D, source=0)) == [1, 0]
+
+ def test_successor(self):
+ assert nx.dfs_successors(self.G, source=0) == {0: [1], 1: [2, 3], 2: [4]}
+ assert nx.dfs_successors(self.G, source=1) == {0: [3, 4], 1: [0], 4: [2]}
+ assert nx.dfs_successors(self.D) == {0: [1], 2: [3]}
+ assert nx.dfs_successors(self.D, source=1) == {1: [0]}
+
+ def test_predecessor(self):
+ assert nx.dfs_predecessors(self.G, source=0) == {1: 0, 2: 1, 3: 1, 4: 2}
+ assert nx.dfs_predecessors(self.D) == {1: 0, 3: 2}
+
+ def test_dfs_tree(self):
+ exp_nodes = sorted(self.G.nodes())
+ exp_edges = [(0, 1), (1, 2), (1, 3), (2, 4)]
+ # Search from first node
+ T = nx.dfs_tree(self.G, source=0)
+ assert sorted(T.nodes()) == exp_nodes
+ assert sorted(T.edges()) == exp_edges
+ # Check source=None
+ T = nx.dfs_tree(self.G, source=None)
+ assert sorted(T.nodes()) == exp_nodes
+ assert sorted(T.edges()) == exp_edges
+ # Check source=None is the default
+ T = nx.dfs_tree(self.G)
+ assert sorted(T.nodes()) == exp_nodes
+ assert sorted(T.edges()) == exp_edges
+
+ def test_dfs_edges(self):
+ edges = nx.dfs_edges(self.G, source=0)
+ assert list(edges) == [(0, 1), (1, 2), (2, 4), (1, 3)]
+ edges = nx.dfs_edges(self.D)
+ assert list(edges) == [(0, 1), (2, 3)]
+
+ def test_dfs_edges_sorting(self):
+ G = nx.Graph([(0, 1), (1, 2), (1, 3), (2, 4), (3, 0), (0, 4)])
+ edges_asc = nx.dfs_edges(G, source=0, sort_neighbors=sorted)
+ sorted_desc = lambda x: sorted(x, reverse=True)
+ edges_desc = nx.dfs_edges(G, source=0, sort_neighbors=sorted_desc)
+ assert list(edges_asc) == [(0, 1), (1, 2), (2, 4), (1, 3)]
+ assert list(edges_desc) == [(0, 4), (4, 2), (2, 1), (1, 3)]
+
+ def test_dfs_labeled_edges(self):
+ edges = list(nx.dfs_labeled_edges(self.G, source=0))
+ forward = [(u, v) for (u, v, d) in edges if d == "forward"]
+ assert forward == [(0, 0), (0, 1), (1, 2), (2, 4), (1, 3)]
+ assert edges == [
+ (0, 0, "forward"),
+ (0, 1, "forward"),
+ (1, 0, "nontree"),
+ (1, 2, "forward"),
+ (2, 1, "nontree"),
+ (2, 4, "forward"),
+ (4, 2, "nontree"),
+ (4, 0, "nontree"),
+ (2, 4, "reverse"),
+ (1, 2, "reverse"),
+ (1, 3, "forward"),
+ (3, 1, "nontree"),
+ (3, 0, "nontree"),
+ (1, 3, "reverse"),
+ (0, 1, "reverse"),
+ (0, 3, "nontree"),
+ (0, 4, "nontree"),
+ (0, 0, "reverse"),
+ ]
+
+ def test_dfs_labeled_edges_sorting(self):
+ G = nx.Graph([(0, 1), (1, 2), (1, 3), (2, 4), (3, 0), (0, 4)])
+ edges_asc = nx.dfs_labeled_edges(G, source=0, sort_neighbors=sorted)
+ sorted_desc = lambda x: sorted(x, reverse=True)
+ edges_desc = nx.dfs_labeled_edges(G, source=0, sort_neighbors=sorted_desc)
+ assert list(edges_asc) == [
+ (0, 0, "forward"),
+ (0, 1, "forward"),
+ (1, 0, "nontree"),
+ (1, 2, "forward"),
+ (2, 1, "nontree"),
+ (2, 4, "forward"),
+ (4, 0, "nontree"),
+ (4, 2, "nontree"),
+ (2, 4, "reverse"),
+ (1, 2, "reverse"),
+ (1, 3, "forward"),
+ (3, 0, "nontree"),
+ (3, 1, "nontree"),
+ (1, 3, "reverse"),
+ (0, 1, "reverse"),
+ (0, 3, "nontree"),
+ (0, 4, "nontree"),
+ (0, 0, "reverse"),
+ ]
+ assert list(edges_desc) == [
+ (0, 0, "forward"),
+ (0, 4, "forward"),
+ (4, 2, "forward"),
+ (2, 4, "nontree"),
+ (2, 1, "forward"),
+ (1, 3, "forward"),
+ (3, 1, "nontree"),
+ (3, 0, "nontree"),
+ (1, 3, "reverse"),
+ (1, 2, "nontree"),
+ (1, 0, "nontree"),
+ (2, 1, "reverse"),
+ (4, 2, "reverse"),
+ (4, 0, "nontree"),
+ (0, 4, "reverse"),
+ (0, 3, "nontree"),
+ (0, 1, "nontree"),
+ (0, 0, "reverse"),
+ ]
+
+ def test_dfs_labeled_disconnected_edges(self):
+ edges = list(nx.dfs_labeled_edges(self.D))
+ forward = [(u, v) for (u, v, d) in edges if d == "forward"]
+ assert forward == [(0, 0), (0, 1), (2, 2), (2, 3)]
+ assert edges == [
+ (0, 0, "forward"),
+ (0, 1, "forward"),
+ (1, 0, "nontree"),
+ (0, 1, "reverse"),
+ (0, 0, "reverse"),
+ (2, 2, "forward"),
+ (2, 3, "forward"),
+ (3, 2, "nontree"),
+ (2, 3, "reverse"),
+ (2, 2, "reverse"),
+ ]
+
+ def test_dfs_tree_isolates(self):
+ G = nx.Graph()
+ G.add_node(1)
+ G.add_node(2)
+ T = nx.dfs_tree(G, source=1)
+ assert sorted(T.nodes()) == [1]
+ assert sorted(T.edges()) == []
+ T = nx.dfs_tree(G, source=None)
+ assert sorted(T.nodes()) == [1, 2]
+ assert sorted(T.edges()) == []
+
+
+class TestDepthLimitedSearch:
+ @classmethod
+ def setup_class(cls):
+ # a tree
+ G = nx.Graph()
+ nx.add_path(G, [0, 1, 2, 3, 4, 5, 6])
+ nx.add_path(G, [2, 7, 8, 9, 10])
+ cls.G = G
+ # a disconnected graph
+ D = nx.Graph()
+ D.add_edges_from([(0, 1), (2, 3)])
+ nx.add_path(D, [2, 7, 8, 9, 10])
+ cls.D = D
+
+ def test_dls_preorder_nodes(self):
+ assert list(nx.dfs_preorder_nodes(self.G, source=0, depth_limit=2)) == [0, 1, 2]
+ assert list(nx.dfs_preorder_nodes(self.D, source=1, depth_limit=2)) == ([1, 0])
+
+ def test_dls_postorder_nodes(self):
+ assert list(nx.dfs_postorder_nodes(self.G, source=3, depth_limit=3)) == [
+ 1,
+ 7,
+ 2,
+ 5,
+ 4,
+ 3,
+ ]
+ assert list(nx.dfs_postorder_nodes(self.D, source=2, depth_limit=2)) == (
+ [3, 7, 2]
+ )
+
+ def test_dls_successor(self):
+ result = nx.dfs_successors(self.G, source=4, depth_limit=3)
+ assert {n: set(v) for n, v in result.items()} == {
+ 2: {1, 7},
+ 3: {2},
+ 4: {3, 5},
+ 5: {6},
+ }
+ result = nx.dfs_successors(self.D, source=7, depth_limit=2)
+ assert {n: set(v) for n, v in result.items()} == {8: {9}, 2: {3}, 7: {8, 2}}
+
+ def test_dls_predecessor(self):
+ assert nx.dfs_predecessors(self.G, source=0, depth_limit=3) == {
+ 1: 0,
+ 2: 1,
+ 3: 2,
+ 7: 2,
+ }
+ assert nx.dfs_predecessors(self.D, source=2, depth_limit=3) == {
+ 8: 7,
+ 9: 8,
+ 3: 2,
+ 7: 2,
+ }
+
+ def test_dls_tree(self):
+ T = nx.dfs_tree(self.G, source=3, depth_limit=1)
+ assert sorted(T.edges()) == [(3, 2), (3, 4)]
+
+ def test_dls_edges(self):
+ edges = nx.dfs_edges(self.G, source=9, depth_limit=4)
+ assert list(edges) == [(9, 8), (8, 7), (7, 2), (2, 1), (2, 3), (9, 10)]
+
+ def test_dls_labeled_edges_depth_1(self):
+ edges = list(nx.dfs_labeled_edges(self.G, source=5, depth_limit=1))
+ forward = [(u, v) for (u, v, d) in edges if d == "forward"]
+ assert forward == [(5, 5), (5, 4), (5, 6)]
+ # Note: reverse-depth_limit edge types were not reported before gh-6240
+ assert edges == [
+ (5, 5, "forward"),
+ (5, 4, "forward"),
+ (5, 4, "reverse-depth_limit"),
+ (5, 6, "forward"),
+ (5, 6, "reverse-depth_limit"),
+ (5, 5, "reverse"),
+ ]
+
+ def test_dls_labeled_edges_depth_2(self):
+ edges = list(nx.dfs_labeled_edges(self.G, source=6, depth_limit=2))
+ forward = [(u, v) for (u, v, d) in edges if d == "forward"]
+ assert forward == [(6, 6), (6, 5), (5, 4)]
+ assert edges == [
+ (6, 6, "forward"),
+ (6, 5, "forward"),
+ (5, 4, "forward"),
+ (5, 4, "reverse-depth_limit"),
+ (5, 6, "nontree"),
+ (6, 5, "reverse"),
+ (6, 6, "reverse"),
+ ]
+
+ def test_dls_labeled_disconnected_edges(self):
+ edges = list(nx.dfs_labeled_edges(self.D, depth_limit=1))
+ assert edges == [
+ (0, 0, "forward"),
+ (0, 1, "forward"),
+ (0, 1, "reverse-depth_limit"),
+ (0, 0, "reverse"),
+ (2, 2, "forward"),
+ (2, 3, "forward"),
+ (2, 3, "reverse-depth_limit"),
+ (2, 7, "forward"),
+ (2, 7, "reverse-depth_limit"),
+ (2, 2, "reverse"),
+ (8, 8, "forward"),
+ (8, 7, "nontree"),
+ (8, 9, "forward"),
+ (8, 9, "reverse-depth_limit"),
+ (8, 8, "reverse"),
+ (10, 10, "forward"),
+ (10, 9, "nontree"),
+ (10, 10, "reverse"),
+ ]
+ # large depth_limit has no impact
+ edges = list(nx.dfs_labeled_edges(self.D, depth_limit=19))
+ assert edges == [
+ (0, 0, "forward"),
+ (0, 1, "forward"),
+ (1, 0, "nontree"),
+ (0, 1, "reverse"),
+ (0, 0, "reverse"),
+ (2, 2, "forward"),
+ (2, 3, "forward"),
+ (3, 2, "nontree"),
+ (2, 3, "reverse"),
+ (2, 7, "forward"),
+ (7, 2, "nontree"),
+ (7, 8, "forward"),
+ (8, 7, "nontree"),
+ (8, 9, "forward"),
+ (9, 8, "nontree"),
+ (9, 10, "forward"),
+ (10, 9, "nontree"),
+ (9, 10, "reverse"),
+ (8, 9, "reverse"),
+ (7, 8, "reverse"),
+ (2, 7, "reverse"),
+ (2, 2, "reverse"),
+ ]