# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved. # # 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 from paddle.distributed.auto_parallel.static.graph import Graph class TestAutoParallelGraph(unittest.TestCase): def test_graph(self): graph = Graph(name="foo") self.assertEqual(graph.attrs["name"], "foo") graph.add_node(1, weight=0) # Overide the existing node attribute graph.add_node(1, weight=1) graph.add_node(2, weight=2) graph.add_node(3, weight=3) node = graph.nodes[1] node["info"] = "is a node" self.assertTrue(node.id, 1) self.assertTrue("weight" in node) self.assertTrue("info" in node) for node_attr in node.attrs: self.assertTrue(node_attr in ["weight", "info"]) self.assertTrue(1 in graph) self.assertTrue(2 in graph) self.assertTrue(3 in graph) self.assertEqual(len(graph), 3) self.assertEqual(graph.nodes[1].id, 1) self.assertEqual(graph.nodes[2].id, 2) self.assertEqual(graph.nodes[3].id, 3) for node in graph: if node.id == 1: self.assertEqual(node["weight"], 1) if node.id == 2: self.assertEqual(node["weight"], 2) if node.id == 3: self.assertEqual(node["weight"], 3) graph.add_edge(1, 2, weight=0.1) graph.add_edge(1, 3, weight=0.2) graph.add_edge(2, 3, weight=0.3) graph.add_edge(4, 5, weight=0.4) edge = graph[1][2] edge["info"] = "is a edge" self.assertTrue(edge.src_id, 1) self.assertTrue(edge.tgt_id, 2) self.assertTrue("weight" in edge) self.assertTrue("info" in edge) for edge_attr in edge.attrs: self.assertTrue(edge_attr in ["weight", "info"]) self.assertEqual(graph[1][2]["weight"], 0.1) self.assertEqual(graph[1][3]["weight"], 0.2) self.assertEqual(graph[2][3]["weight"], 0.3) self.assertEqual(graph[4][5]["weight"], 0.4) str = f"{graph}" self.assertIsNotNone(str) self.assertRaises(TypeError, 6 in graph) self.assertRaises(TypeError, "unkown_attr" in graph.nodes[1]) self.assertRaises(TypeError, "unkown_attr" in graph[1][2]) self.assertRaises(ValueError, graph.add_node, None) self.assertRaises(ValueError, graph.add_edge, 3, None) self.assertRaises(ValueError, graph.add_edge, None, 3) if __name__ == '__main__': unittest.main()