|
| 1 | +""" |
| 2 | +Tests for ProgramDatabase in openevolve.database |
| 3 | +""" |
| 4 | + |
| 5 | +import unittest |
| 6 | +from openevolve.config import Config |
| 7 | +from openevolve.database import Program, ProgramDatabase |
| 8 | + |
| 9 | + |
| 10 | +class TestProgramDatabase(unittest.TestCase): |
| 11 | + """Tests for program database""" |
| 12 | + |
| 13 | + def setUp(self): |
| 14 | + """Set up test database""" |
| 15 | + config = Config() |
| 16 | + config.database.in_memory = True |
| 17 | + self.db = ProgramDatabase(config.database) |
| 18 | + |
| 19 | + def test_add_and_get(self): |
| 20 | + """Test adding and retrieving a program""" |
| 21 | + program = Program( |
| 22 | + id="test1", |
| 23 | + code="def test(): pass", |
| 24 | + language="python", |
| 25 | + metrics={"score": 0.5}, |
| 26 | + ) |
| 27 | + |
| 28 | + self.db.add(program) |
| 29 | + |
| 30 | + retrieved = self.db.get("test1") |
| 31 | + self.assertIsNotNone(retrieved) |
| 32 | + self.assertEqual(retrieved.id, "test1") |
| 33 | + self.assertEqual(retrieved.code, "def test(): pass") |
| 34 | + self.assertEqual(retrieved.metrics["score"], 0.5) |
| 35 | + |
| 36 | + def test_get_best_program(self): |
| 37 | + """Test getting the best program""" |
| 38 | + program1 = Program( |
| 39 | + id="test1", |
| 40 | + code="def test1(): pass", |
| 41 | + language="python", |
| 42 | + metrics={"score": 0.5}, |
| 43 | + ) |
| 44 | + |
| 45 | + program2 = Program( |
| 46 | + id="test2", |
| 47 | + code="def test2(): pass", |
| 48 | + language="python", |
| 49 | + metrics={"score": 0.7}, |
| 50 | + ) |
| 51 | + |
| 52 | + self.db.add(program1) |
| 53 | + self.db.add(program2) |
| 54 | + |
| 55 | + best = self.db.get_best_program() |
| 56 | + self.assertIsNotNone(best) |
| 57 | + self.assertEqual(best.id, "test2") |
| 58 | + |
| 59 | + def test_sample(self): |
| 60 | + """Test sampling from the database""" |
| 61 | + program1 = Program( |
| 62 | + id="test1", |
| 63 | + code="def test1(): pass", |
| 64 | + language="python", |
| 65 | + metrics={"score": 0.5}, |
| 66 | + ) |
| 67 | + |
| 68 | + program2 = Program( |
| 69 | + id="test2", |
| 70 | + code="def test2(): pass", |
| 71 | + language="python", |
| 72 | + metrics={"score": 0.7}, |
| 73 | + ) |
| 74 | + |
| 75 | + self.db.add(program1) |
| 76 | + self.db.add(program2) |
| 77 | + |
| 78 | + parent, inspirations = self.db.sample() |
| 79 | + |
| 80 | + self.assertIsNotNone(parent) |
| 81 | + self.assertIn(parent.id, ["test1", "test2"]) |
| 82 | + |
| 83 | + |
| 84 | +if __name__ == "__main__": |
| 85 | + unittest.main() |
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