Add isolates() function to rustworkx (#998)

* Add isolates() function to rustworkx

This commit adds a new function, isolates(), which is used to find all
the isolates in a graph.

* Move implementation to rustworkx-core

* Add missing isolates module

* Update rustworkx-core/src/connectivity/isolates.rs

---------

Co-authored-by: Edwin Navarro <[email protected]>

releasenotes/notes/add-isolates-edc5da3a3d8fb4fd.yaml

@@ -0,0 +1,8 @@
+---
+features:
+  - |
+    Added a new function, :func:`~.isolates`, which is used to find the isolates
+    (nodes with a degree of 0) in a :class:`~.PyDiGraph` or :class:`~.PyGraph`.
+  - |
+    Added a new function, ``isolates()`` to the rustworkx-core ``rustworkx_core::connectivity``
+    module which is used to find the isolates (nodes with a degree of 0).

rustworkx-core/src/connectivity/isolates.rs

@@ -0,0 +1,144 @@
+// Licensed under the Apache License, Version 2.0 (the "License"); you may
+// not use this file except in compliance with the License. You may obtain
+// a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+// WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+// License for the specific language governing permissions and limitations
+// under the License.
+
+use petgraph::visit::{IntoNeighborsDirected, IntoNodeIdentifiers, NodeIndexable};
+use petgraph::Direction::{Incoming, Outgoing};
+
+/// Return the isolates in a graph object
+///
+/// An isolate is a node without any neighbors meaning it has a degree of 0. For
+/// directed graphs this means the in-degree and out-degree are both 0.
+///
+/// Arguments:
+///
+/// * `graph` - The graph in which to find the isolates.
+///
+/// # Example
+/// ```rust
+/// use petgraph::prelude::*;
+/// use rustworkx_core::connectivity::isolates;
+///
+/// let edge_list = vec![
+///     (0, 1),
+///     (3, 0),
+///     (0, 5),
+///     (8, 0),
+///     (1, 2),
+///     (1, 6),
+///     (2, 3),
+///     (3, 4),
+///     (4, 5),
+///     (6, 7),
+///     (7, 8),
+///     (8, 9),
+/// ];
+/// let mut graph = DiGraph::<i32, i32>::from_edges(&edge_list);
+/// graph.add_node(10);
+/// graph.add_node(11);
+/// let res: Vec<usize> = isolates(&graph).into_iter().map(|x| x.index()).collect();
+/// assert_eq!(res, [10, 11])
+/// ```
+pub fn isolates<G>(graph: G) -> Vec<G::NodeId>
+where
+    G: NodeIndexable + IntoNodeIdentifiers + IntoNeighborsDirected,
+{
+    graph
+        .node_identifiers()
+        .filter(|x| {
+            graph
+                .neighbors_directed(*x, Incoming)
+                .chain(graph.neighbors_directed(*x, Outgoing))
+                .next()
+                .is_none()
+        })
+        .collect()
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::connectivity::isolates;
+    use petgraph::prelude::*;
+
+    #[test]
+    fn test_isolates_directed_empty() {
+        let graph = DiGraph::<i32, i32>::new();
+        let res: Vec<NodeIndex> = isolates(&graph);
+        assert_eq!(res, []);
+    }
+
+    #[test]
+    fn test_isolates_undirected_empty() {
+        let graph = UnGraph::<i32, i32>::default();
+        let res: Vec<NodeIndex> = isolates(&graph);
+        assert_eq!(res, []);
+    }
+
+    #[test]
+    fn test_isolates_directed_no_isolates() {
+        let graph = DiGraph::<i32, i32>::from_edges([(0, 1), (1, 2)]);
+        let res: Vec<NodeIndex> = isolates(&graph);
+        assert_eq!(res, []);
+    }
+
+    #[test]
+    fn test_isolates_undirected_no_isolates() {
+        let graph = UnGraph::<i32, i32>::from_edges([(0, 1), (1, 2)]);
+        let res: Vec<NodeIndex> = isolates(&graph);
+        assert_eq!(res, []);
+    }
+
+    #[test]
+    fn test_isolates_directed() {
+        let edge_list = vec![
+            (0, 1),
+            (3, 0),
+            (0, 5),
+            (8, 0),
+            (1, 2),
+            (1, 6),
+            (2, 3),
+            (3, 4),
+            (4, 5),
+            (6, 7),
+            (7, 8),
+            (8, 9),
+        ];
+        let mut graph = DiGraph::<i32, i32>::from_edges(&edge_list);
+        graph.add_node(10);
+        graph.add_node(11);
+        let res: Vec<usize> = isolates(&graph).into_iter().map(|x| x.index()).collect();
+        assert_eq!(res, [10, 11])
+    }
+
+    #[test]
+    fn test_isolates_undirected() {
+        let edge_list = vec![
+            (0, 1),
+            (3, 0),
+            (0, 5),
+            (8, 0),
+            (1, 2),
+            (1, 6),
+            (2, 3),
+            (3, 4),
+            (4, 5),
+            (6, 7),
+            (7, 8),
+            (8, 9),
+        ];
+        let mut graph = UnGraph::<i32, i32>::from_edges(&edge_list);
+        graph.add_node(10);
+        graph.add_node(11);
+        let res: Vec<usize> = isolates(&graph).into_iter().map(|x| x.index()).collect();
+        assert_eq!(res, [10, 11])
+    }
+}

rustworkx-core/src/connectivity/mod.rs

@@ -19,6 +19,7 @@ mod conn_components;
 mod core_number;
 mod cycle_basis;
 mod find_cycle;
+mod isolates;
 mod min_cut;
 
 pub use all_simple_paths::{
@@ -32,4 +33,5 @@ pub use conn_components::number_connected_components;
 pub use core_number::core_number;
 pub use cycle_basis::cycle_basis;
 pub use find_cycle::find_cycle;
+pub use isolates::isolates;
 pub use min_cut::stoer_wagner_min_cut;

rustworkx/__init__.py

@@ -2054,3 +2054,20 @@ def longest_simple_path(graph):
 
 longest_simple_path.register(PyDiGraph, digraph_longest_simple_path)
 longest_simple_path.register(PyGraph, graph_longest_simple_path)
+
+
+@functools.singledispatch
+def isolates(graph):
+    """Return a list of isolates in a graph object
+
+    An isolate is a node without any neighbors meaning it has a degree of 0. For
+    directed graphs this means the in-degree and out-degree are both 0.
+
+    :param graph: The input graph to find isolates in
+    :returns: A list of node indices for isolates in the graph
+    :rtype: NodeIndices
+    """
+
+
+isolates.register(PyDiGraph, digraph_isolates)
+isolates.register(PyGraph, graph_isolates)

src/connectivity/mod.rs

@@ -1000,3 +1000,38 @@ pub fn chain_decomposition(graph: graph::PyGraph, source: Option<usize>) -> Chai
             .collect(),
     }
 }
+
+/// Return a list of isolates in a :class:`~.PyGraph` object
+///
+/// An isolate is a node without any neighbors meaning it has a degree of 0.
+///
+/// :param PyGraph graph: The input graph to find isolates in
+/// :returns: A list of node indices for isolates in the graph
+/// :rtype: NodeIndices
+#[pyfunction]
+pub fn graph_isolates(graph: graph::PyGraph) -> NodeIndices {
+    NodeIndices {
+        nodes: connectivity::isolates(&graph.graph)
+            .into_iter()
+            .map(|x| x.index())
+            .collect(),
+    }
+}
+
+/// Return a list of isolates in a :class:`~.PyGraph` object
+///
+/// An isolate is a node without any neighbors meaning it has an in-degree
+/// and out-degree of 0.
+///
+/// :param PyGraph graph: The input graph to find isolates in
+/// :returns: A list of node indices for isolates in the graph
+/// :rtype: NodeIndices
+#[pyfunction]
+pub fn digraph_isolates(graph: digraph::PyDiGraph) -> NodeIndices {
+    NodeIndices {
+        nodes: connectivity::isolates(&graph.graph)
+            .into_iter()
+            .map(|x| x.index())
+            .collect(),
+    }
+}

src/lib.rs

@@ -498,6 +498,8 @@ fn rustworkx(py: Python<'_>, m: &PyModule) -> PyResult<()> {
     m.add_wrapped(wrap_pyfunction!(articulation_points))?;
     m.add_wrapped(wrap_pyfunction!(biconnected_components))?;
     m.add_wrapped(wrap_pyfunction!(chain_decomposition))?;
+    m.add_wrapped(wrap_pyfunction!(graph_isolates))?;
+    m.add_wrapped(wrap_pyfunction!(digraph_isolates))?;
     m.add_wrapped(wrap_pyfunction!(is_planar))?;
     m.add_wrapped(wrap_pyfunction!(read_graphml))?;
     m.add_wrapped(wrap_pyfunction!(digraph_node_link_json))?;

tests/rustworkx_tests/digraph/test_isolates.py

@@ -0,0 +1,47 @@
+# Licensed under the Apache License, Version 2.0 (the "License"); you may
+# not use this file except in compliance with the License. You may obtain
+# a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+# License for the specific language governing permissions and limitations
+# under the License.
+
+import unittest
+
+import rustworkx
+
+
+class TestIsolates(unittest.TestCase):
+    def test_isolates(self):
+        graph = rustworkx.PyDiGraph()
+        graph.add_nodes_from(range(4))
+        graph.add_edge(0, 1, None)
+        res = rustworkx.isolates(graph)
+        self.assertEqual(res, [2, 3])
+
+    def test_isolates_with_holes(self):
+        graph = rustworkx.PyDiGraph()
+        graph.add_nodes_from(range(4))
+        graph.add_edge(0, 1, None)
+        graph.remove_node(2)
+        res = rustworkx.isolates(graph)
+        self.assertEqual(res, [3])
+
+    def test_isolates_empty_graph(self):
+        graph = rustworkx.PyDiGraph()
+        res = rustworkx.isolates(graph)
+        self.assertEqual(res, [])
+
+    def test_isolates_outgoing_star(self):
+        graph = rustworkx.generators.directed_star_graph(5)
+        res = rustworkx.isolates(graph)
+        self.assertEqual(res, [])
+
+    def test_isolates_incoming_star(self):
+        graph = rustworkx.generators.directed_star_graph(5, inward=True)
+        res = rustworkx.isolates(graph)
+        self.assertEqual(res, [])

tests/rustworkx_tests/graph/test_isolates.py

@@ -0,0 +1,37 @@
+# Licensed under the Apache License, Version 2.0 (the "License"); you may
+# not use this file except in compliance with the License. You may obtain
+# a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+# License for the specific language governing permissions and limitations
+# under the License.
+
+import unittest
+
+import rustworkx
+
+
+class TestIsolates(unittest.TestCase):
+    def test_isolates(self):
+        graph = rustworkx.PyGraph()
+        graph.add_nodes_from(range(4))
+        graph.add_edge(0, 1, None)
+        res = rustworkx.isolates(graph)
+        self.assertEqual(res, [2, 3])
+
+    def test_isolates_with_holes(self):
+        graph = rustworkx.PyGraph()
+        graph.add_nodes_from(range(4))
+        graph.add_edge(0, 1, None)
+        graph.remove_node(2)
+        res = rustworkx.isolates(graph)
+        self.assertEqual(res, [3])
+
+    def test_isolates_empty_graph(self):
+        graph = rustworkx.PyGraph()
+        res = rustworkx.isolates(graph)
+        self.assertEqual(res, [])