""" Test to verify the fix for GitHub issue #246 in the actual process_parallel code """ import unittest import tempfile import os from unittest.mock import MagicMock, patch, Mock from concurrent.futures import Future from openevolve.process_parallel import ProcessParallelController from openevolve.config import Config from openevolve.database import ProgramDatabase, Program class TestProcessParallelFix(unittest.TestCase): """Test that process_parallel now uses the safe sample_from_island method""" def setUp(self): """Set up test environment""" self.config = Config() self.config.database.num_islands = 5 self.config.evaluator.parallel_evaluations = 5 # Create database self.database = ProgramDatabase(self.config.database) # Add test programs to islands for i in range(20): program = Program( id=f"prog_{i}", code=f"def test_{i}(): return {i}", metrics={"score": i * 0.1} ) self.database.add(program, target_island=i % 5) # Mock evaluation file self.eval_file = "dummy_evaluator.py" def test_submit_iteration_uses_sample_from_island(self): """Test that _submit_iteration uses the safe sample_from_island method""" # Create controller controller = ProcessParallelController( config=self.config, evaluation_file=self.eval_file, database=self.database ) # Mock the executor controller.executor = Mock() mock_future = Mock(spec=Future) controller.executor.submit.return_value = mock_future # Spy on the database methods original_sample = self.database.sample original_sample_from_island = self.database.sample_from_island sample_called = [] sample_from_island_called = [] def track_sample(*args, **kwargs): sample_called.append((args, kwargs)) return original_sample(*args, **kwargs) def track_sample_from_island(*args, **kwargs): sample_from_island_called.append((args, kwargs)) return original_sample_from_island(*args, **kwargs) self.database.sample = track_sample self.database.sample_from_island = track_sample_from_island # Submit an iteration to island 3 result = controller._submit_iteration(iteration=1, island_id=3) # Verify sample_from_island was called with correct island self.assertEqual(len(sample_from_island_called), 1, "sample_from_island should be called exactly once") call_args, call_kwargs = sample_from_island_called[0] self.assertIn("island_id", call_kwargs) self.assertEqual(call_kwargs["island_id"], 3, "sample_from_island should be called with island_id=3") # Verify the old sample method was NOT called # (it might be called indirectly if island is empty, but not directly) direct_sample_calls = [c for c in sample_called if "from_island" not in str(c)] self.assertEqual(len(direct_sample_calls), 0, "The old sample() method should not be called directly") print("✅ _submit_iteration now uses safe sample_from_island method") def test_concurrent_submissions_no_race_condition(self): """Test that concurrent submissions don't cause race conditions""" # Create controller controller = ProcessParallelController( config=self.config, evaluation_file=self.eval_file, database=self.database ) # Mock the executor controller.executor = Mock() controller.executor.submit.return_value = Mock(spec=Future) # Track current_island modifications island_modifications = [] original_setattr = self.database.__setattr__ def track_island_changes(name, value): if name == "current_island": island_modifications.append(value) return original_setattr(name, value) # This would catch any attempt to modify current_island with patch.object(self.database, '__setattr__', track_island_changes): # Submit multiple iterations to different islands for i in range(10): controller._submit_iteration(iteration=i, island_id=i % 5) # current_island should never be modified during submissions self.assertEqual(len(island_modifications), 0, "current_island should not be modified during submissions") print("✅ No race conditions detected with concurrent submissions") def test_database_state_unchanged_after_sampling(self): """Test that database state is unchanged after sampling from island""" initial_island = self.database.current_island # Sample from different islands for island_id in range(5): parent, inspirations = self.database.sample_from_island( island_id=island_id, num_inspirations=3 ) # Verify current_island hasn't changed self.assertEqual(self.database.current_island, initial_island, f"current_island changed after sampling from island {island_id}") print("✅ Database state remains unchanged after sampling") if __name__ == "__main__": print("Testing process_parallel fix for GitHub issue #246...\n") # Run tests suite = unittest.TestLoader().loadTestsFromTestCase(TestProcessParallelFix) runner = unittest.TextTestRunner(verbosity=2) result = runner.run(suite) print("\n" + "="*60) if result.wasSuccessful(): print("🎉 All tests passed! The fix is working correctly.") print("GitHub issue #246 has been resolved.") else: print("Some tests failed. Check the output above.")