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import graphlib import os import unittest from test.support.script_helper import assert_python_ok class TestTopologicalSort(unittest.TestCase): def _test_graph(self, graph, expected): def static_order_with_groups(ts): ts.prepare() while ts.is_active(): nodes = ts.get_ready() for node in nodes: ts.done(node) yield tuple(sorted(nodes)) ts = graphlib.TopologicalSorter(graph) self.assertEqual(list(static_order_with_groups(ts)), list(expected)) ts = graphlib.TopologicalSorter(graph) # need to be a bit careful comparing the result of ts.static_order and # expected, because the order within a group is dependent on set # iteration order it = iter(ts.static_order()) for group in expected: tsgroup = {next(it) for element in group} self.assertEqual(set(group), tsgroup) def _assert_cycle(self, graph, cycle): ts = graphlib.TopologicalSorter() for node, dependson in graph.items(): ts.add(node, *dependson) try: ts.prepare() except graphlib.CycleError as e: _, seq = e.args self.assertIn(" ".join(map(str, cycle)), " ".join(map(str, seq * 2))) else: raise def test_simple_cases(self): self._test_graph( {2: {11}, 9: {11, 8}, 10: {11, 3}, 11: {7, 5}, 8: {7, 3}}, [(3, 5, 7), (8, 11), (2, 9, 10)], ) self._test_graph({1: {}}, [(1,)]) self._test_graph( {x: {x + 1} for x in range(10)}, [(x,) for x in range(10, -1, -1)] ) self._test_graph( {2: {3}, 3: {4}, 4: {5}, 5: {1}, 11: {12}, 12: {13}, 13: {14}, 14: {15}}, [(1, 15), (5, 14), (4, 13), (3, 12), (2, 11)], ) self._test_graph( { 0: [1, 2], 1: [3], 2: [5, 6], 3: [4], 4: [9], 5: [3], 6: [7], 7: [8], 8: [4], 9: [], }, [(9,), (4,), (3, 8), (1, 5, 7), (6,), (2,), (0,)], ) self._test_graph({0: [1, 2], 1: [], 2: [3], 3: []}, [(1, 3), (2,), (0,)]) self._test_graph( {0: [1, 2], 1: [], 2: [3], 3: [], 4: [5], 5: [6], 6: []}, [(1, 3, 6), (2, 5), (0, 4)], ) def test_no_dependencies(self): self._test_graph({1: {2}, 3: {4}, 5: {6}}, [(2, 4, 6), (1, 3, 5)]) self._test_graph({1: set(), 3: set(), 5: set()}, [(1, 3, 5)]) def test_the_node_multiple_times(self): # Test same node multiple times in dependencies self._test_graph({1: {2}, 3: {4}, 0: [2, 4, 4, 4, 4, 4]}, [(2, 4), (0, 1, 3)]) # Test adding the same dependency multiple times ts = graphlib.TopologicalSorter() ts.add(1, 2) ts.add(1, 2) ts.add(1, 2) self.assertEqual([*ts.static_order()], [2, 1]) def test_graph_with_iterables(self): dependson = (2 * x + 1 for x in range(5)) ts = graphlib.TopologicalSorter({0: dependson}) self.assertEqual(list(ts.static_order()), [1, 3, 5, 7, 9, 0]) def test_add_dependencies_for_same_node_incrementally(self): # Test same node multiple times ts = graphlib.TopologicalSorter() ts.add(1, 2) ts.add(1, 3) ts.add(1, 4) ts.add(1, 5) ts2 = graphlib.TopologicalSorter({1: {2, 3, 4, 5}}) self.assertEqual([*ts.static_order()], [*ts2.static_order()]) def test_empty(self): self._test_graph({}, []) def test_cycle(self): # Self cycle self._assert_cycle({1: {1}}, [1, 1]) # Simple cycle self._assert_cycle({1: {2}, 2: {1}}, [1, 2, 1]) # Indirect cycle self._assert_cycle({1: {2}, 2: {3}, 3: {1}}, [1, 3, 2, 1]) # not all elements involved in a cycle self._assert_cycle({1: {2}, 2: {3}, 3: {1}, 5: {4}, 4: {6}}, [1, 3, 2, 1]) # Multiple cycles self._assert_cycle({1: {2}, 2: {1}, 3: {4}, 4: {5}, 6: {7}, 7: {6}}, [1, 2, 1]) # Cycle in the middle of the graph self._assert_cycle({1: {2}, 2: {3}, 3: {2, 4}, 4: {5}}, [3, 2]) def test_calls_before_prepare(self): ts = graphlib.TopologicalSorter() with self.assertRaisesRegex(ValueError, r"prepare\(\) must be called first"): ts.get_ready() with self.assertRaisesRegex(ValueError, r"prepare\(\) must be called first"): ts.done(3) with self.assertRaisesRegex(ValueError, r"prepare\(\) must be called first"): ts.is_active() def test_prepare_multiple_times(self): ts = graphlib.TopologicalSorter() ts.prepare() with self.assertRaisesRegex(ValueError, r"cannot prepare\(\) more than once"): ts.prepare() def test_invalid_nodes_in_done(self): ts = graphlib.TopologicalSorter() ts.add(1, 2, 3, 4) ts.add(2, 3, 4) ts.prepare() ts.get_ready() with self.assertRaisesRegex(ValueError, "node 2 was not passed out"): ts.done(2) with self.assertRaisesRegex(ValueError, r"node 24 was not added using add\(\)"): ts.done(24) def test_done(self): ts = graphlib.TopologicalSorter() ts.add(1, 2, 3, 4) ts.add(2, 3) ts.prepare() self.assertEqual(ts.get_ready(), (3, 4)) # If we don't mark anything as done, get_ready() returns nothing self.assertEqual(ts.get_ready(), ()) ts.done(3) # Now 2 becomes available as 3 is done self.assertEqual(ts.get_ready(), (2,)) self.assertEqual(ts.get_ready(), ()) ts.done(4) ts.done(2) # Only 1 is missing self.assertEqual(ts.get_ready(), (1,)) self.assertEqual(ts.get_ready(), ()) ts.done(1) self.assertEqual(ts.get_ready(), ()) self.assertFalse(ts.is_active()) def test_is_active(self): ts = graphlib.TopologicalSorter() ts.add(1, 2) ts.prepare() self.assertTrue(ts.is_active()) self.assertEqual(ts.get_ready(), (2,)) self.assertTrue(ts.is_active()) ts.done(2) self.assertTrue(ts.is_active()) self.assertEqual(ts.get_ready(), (1,)) self.assertTrue(ts.is_active()) ts.done(1) self.assertFalse(ts.is_active()) def test_not_hashable_nodes(self): ts = graphlib.TopologicalSorter() self.assertRaises(TypeError, ts.add, dict(), 1) self.assertRaises(TypeError, ts.add, 1, dict()) self.assertRaises(TypeError, ts.add, dict(), dict()) def test_order_of_insertion_does_not_matter_between_groups(self): def get_groups(ts): ts.prepare() while ts.is_active(): nodes = ts.get_ready() ts.done(*nodes) yield set(nodes) ts = graphlib.TopologicalSorter() ts.add(3, 2, 1) ts.add(1, 0) ts.add(4, 5) ts.add(6, 7) ts.add(4, 7) ts2 = graphlib.TopologicalSorter() ts2.add(1, 0) ts2.add(3, 2, 1) ts2.add(4, 7) ts2.add(6, 7) ts2.add(4, 5) self.assertEqual(list(get_groups(ts)), list(get_groups(ts2))) def test_static_order_does_not_change_with_the_hash_seed(self): def check_order_with_hash_seed(seed): code = """if 1: import graphlib ts = graphlib.TopologicalSorter() ts.add('blech', 'bluch', 'hola') ts.add('abcd', 'blech', 'bluch', 'a', 'b') ts.add('a', 'a string', 'something', 'b') ts.add('bluch', 'hola', 'abcde', 'a', 'b') print(list(ts.static_order())) """ env = os.environ.copy() # signal to assert_python not to do a copy # of os.environ on its own env["__cleanenv"] = True env["PYTHONHASHSEED"] = str(seed) out = assert_python_ok("-c", code, **env) return out run1 = check_order_with_hash_seed(1234) run2 = check_order_with_hash_seed(31415) self.assertNotEqual(run1, "") self.assertNotEqual(run2, "") self.assertEqual(run1, run2) if __name__ == "__main__": unittest.main()