|
| 1 | +""" |
| 2 | +Tests for process pool crash recovery |
| 3 | +""" |
| 4 | + |
| 5 | +import asyncio |
| 6 | +import os |
| 7 | +import tempfile |
| 8 | +import unittest |
| 9 | +from unittest.mock import MagicMock, patch |
| 10 | +from concurrent.futures import BrokenExecutor, Future |
| 11 | + |
| 12 | +# Set dummy API key for testing |
| 13 | +os.environ["OPENAI_API_KEY"] = "test" |
| 14 | + |
| 15 | +from openevolve.config import Config |
| 16 | +from openevolve.database import Program, ProgramDatabase |
| 17 | +from openevolve.process_parallel import ProcessParallelController, SerializableResult |
| 18 | + |
| 19 | + |
| 20 | +class TestProcessPoolRecovery(unittest.TestCase): |
| 21 | + """Tests for process pool crash recovery""" |
| 22 | + |
| 23 | + def setUp(self): |
| 24 | + """Set up test environment""" |
| 25 | + self.test_dir = tempfile.mkdtemp() |
| 26 | + |
| 27 | + # Create test config |
| 28 | + self.config = Config() |
| 29 | + self.config.max_iterations = 10 |
| 30 | + self.config.evaluator.parallel_evaluations = 2 |
| 31 | + self.config.evaluator.timeout = 10 |
| 32 | + self.config.database.num_islands = 2 |
| 33 | + self.config.database.in_memory = True |
| 34 | + self.config.checkpoint_interval = 5 |
| 35 | + |
| 36 | + # Create test evaluation file |
| 37 | + self.eval_content = """ |
| 38 | +def evaluate(program_path): |
| 39 | + return {"score": 0.5} |
| 40 | +""" |
| 41 | + self.eval_file = os.path.join(self.test_dir, "evaluator.py") |
| 42 | + with open(self.eval_file, "w") as f: |
| 43 | + f.write(self.eval_content) |
| 44 | + |
| 45 | + # Create test database |
| 46 | + self.database = ProgramDatabase(self.config.database) |
| 47 | + |
| 48 | + # Add some test programs |
| 49 | + for i in range(2): |
| 50 | + program = Program( |
| 51 | + id=f"test_{i}", |
| 52 | + code=f"def func_{i}(): return {i}", |
| 53 | + language="python", |
| 54 | + metrics={"score": 0.5}, |
| 55 | + iteration_found=0, |
| 56 | + ) |
| 57 | + self.database.add(program) |
| 58 | + |
| 59 | + def tearDown(self): |
| 60 | + """Clean up test environment""" |
| 61 | + import shutil |
| 62 | + |
| 63 | + shutil.rmtree(self.test_dir, ignore_errors=True) |
| 64 | + |
| 65 | + def test_controller_has_recovery_tracking(self): |
| 66 | + """Test that controller initializes with recovery tracking attributes""" |
| 67 | + controller = ProcessParallelController(self.config, self.eval_file, self.database) |
| 68 | + |
| 69 | + self.assertEqual(controller.recovery_attempts, 0) |
| 70 | + self.assertEqual(controller.max_recovery_attempts, 3) |
| 71 | + |
| 72 | + def test_recover_process_pool_recreates_executor(self): |
| 73 | + """Test that _recover_process_pool recreates the executor""" |
| 74 | + controller = ProcessParallelController(self.config, self.eval_file, self.database) |
| 75 | + |
| 76 | + # Start the controller to create initial executor |
| 77 | + controller.start() |
| 78 | + self.assertIsNotNone(controller.executor) |
| 79 | + original_executor = controller.executor |
| 80 | + |
| 81 | + # Simulate recovery |
| 82 | + with patch("time.sleep"): |
| 83 | + controller._recover_process_pool() |
| 84 | + |
| 85 | + # Verify executor was recreated |
| 86 | + self.assertIsNotNone(controller.executor) |
| 87 | + self.assertIsNot(controller.executor, original_executor) |
| 88 | + |
| 89 | + # Clean up |
| 90 | + controller.stop() |
| 91 | + |
| 92 | + def test_broken_executor_triggers_recovery_and_resets_on_success(self): |
| 93 | + """Test that BrokenExecutor triggers recovery and counter resets on success""" |
| 94 | + |
| 95 | + async def run_test(): |
| 96 | + controller = ProcessParallelController(self.config, self.eval_file, self.database) |
| 97 | + |
| 98 | + # Track recovery calls |
| 99 | + recovery_called = [] |
| 100 | + |
| 101 | + def mock_recover(failed_iterations=None): |
| 102 | + recovery_called.append(failed_iterations) |
| 103 | + |
| 104 | + controller._recover_process_pool = mock_recover |
| 105 | + |
| 106 | + # First call raises BrokenExecutor, subsequent calls succeed |
| 107 | + call_count = [0] |
| 108 | + |
| 109 | + def mock_submit(iteration, island_id): |
| 110 | + call_count[0] += 1 |
| 111 | + mock_future = MagicMock(spec=Future) |
| 112 | + |
| 113 | + if call_count[0] == 1: |
| 114 | + # First future raises BrokenExecutor when result() is called |
| 115 | + mock_future.done.return_value = True |
| 116 | + mock_future.result.side_effect = BrokenExecutor("Pool crashed") |
| 117 | + else: |
| 118 | + # Subsequent calls succeed |
| 119 | + mock_result = SerializableResult( |
| 120 | + child_program_dict={ |
| 121 | + "id": f"child_{call_count[0]}", |
| 122 | + "code": "def evolved(): return 1", |
| 123 | + "language": "python", |
| 124 | + "parent_id": "test_0", |
| 125 | + "generation": 1, |
| 126 | + "metrics": {"score": 0.7}, |
| 127 | + "iteration_found": iteration, |
| 128 | + "metadata": {"island": island_id}, |
| 129 | + }, |
| 130 | + parent_id="test_0", |
| 131 | + iteration_time=0.1, |
| 132 | + iteration=iteration, |
| 133 | + ) |
| 134 | + mock_future.done.return_value = True |
| 135 | + mock_future.result.return_value = mock_result |
| 136 | + mock_future.cancel.return_value = True |
| 137 | + |
| 138 | + return mock_future |
| 139 | + |
| 140 | + with patch.object(controller, "_submit_iteration", side_effect=mock_submit): |
| 141 | + controller.start() |
| 142 | + |
| 143 | + # Run evolution - should recover from crash and reset counter on success |
| 144 | + await controller.run_evolution( |
| 145 | + start_iteration=1, max_iterations=2, target_score=None |
| 146 | + ) |
| 147 | + |
| 148 | + # Verify recovery was triggered |
| 149 | + self.assertEqual(len(recovery_called), 1) |
| 150 | + # Verify counter was reset after successful iteration |
| 151 | + self.assertEqual(controller.recovery_attempts, 0) |
| 152 | + |
| 153 | + asyncio.run(run_test()) |
| 154 | + |
| 155 | + |
| 156 | +if __name__ == "__main__": |
| 157 | + unittest.main() |
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