""" Tests for large codebase support via changes description. Programs can be represented as compact change descriptions instead of full code. """ import unittest from openevolve.config import Config, PromptConfig class TestChangesDescriptionConfigDefaults(unittest.TestCase): """Tests for changes description configuration defaults""" def test_programs_as_changes_description_default_false(self): """Test that programs_as_changes_description defaults to False""" config = Config() self.assertFalse(config.prompt.programs_as_changes_description) def test_system_message_changes_description_default_none(self): """Test that system_message_changes_description defaults to None""" config = Config() self.assertIsNone(config.prompt.system_message_changes_description) def test_initial_changes_description_default_empty(self): """Test that initial_changes_description defaults to empty string""" config = Config() self.assertEqual(config.prompt.initial_changes_description, "") class TestChangesDescriptionValidation(unittest.TestCase): """Tests for changes description validation rules""" def test_requires_diff_based_evolution(self): """Test that programs_as_changes_description requires diff_based_evolution""" config_dict = { "llm": {"primary_model": "gpt-4"}, "diff_based_evolution": False, "prompt": { "programs_as_changes_description": True, } } with self.assertRaises(ValueError) as context: Config.from_dict(config_dict) self.assertIn("diff_based_evolution", str(context.exception)) def test_works_with_diff_based_evolution_enabled(self): """Test that changes description works when diff_based_evolution=True""" config_dict = { "llm": {"primary_model": "gpt-4"}, "diff_based_evolution": True, "prompt": { "programs_as_changes_description": True, } } config = Config.from_dict(config_dict) self.assertTrue(config.prompt.programs_as_changes_description) self.assertTrue(config.diff_based_evolution) def test_disabled_without_diff_based_evolution_is_ok(self): """Test that disabled changes description works without diff_based_evolution""" config_dict = { "llm": {"primary_model": "gpt-4"}, "diff_based_evolution": False, "prompt": { "programs_as_changes_description": False, } } config = Config.from_dict(config_dict) self.assertFalse(config.prompt.programs_as_changes_description) class TestChangesDescriptionFromDict(unittest.TestCase): """Tests for loading changes description config from dict""" def test_custom_system_message(self): """Test setting custom system_message_changes_description""" config_dict = { "llm": {"primary_model": "gpt-4"}, "diff_based_evolution": True, "prompt": { "programs_as_changes_description": True, "system_message_changes_description": "You are optimizing a large codebase.", } } config = Config.from_dict(config_dict) self.assertEqual( config.prompt.system_message_changes_description, "You are optimizing a large codebase." ) def test_custom_initial_description(self): """Test setting custom initial_changes_description""" config_dict = { "llm": {"primary_model": "gpt-4"}, "diff_based_evolution": True, "prompt": { "programs_as_changes_description": True, "initial_changes_description": "Initial implementation with basic algorithm.", } } config = Config.from_dict(config_dict) self.assertEqual( config.prompt.initial_changes_description, "Initial implementation with basic algorithm." ) def test_all_changes_description_options(self): """Test setting all changes description options together""" config_dict = { "llm": {"primary_model": "gpt-4"}, "diff_based_evolution": True, "prompt": { "programs_as_changes_description": True, "system_message_changes_description": "Custom system message", "initial_changes_description": "Initial state description", } } config = Config.from_dict(config_dict) self.assertTrue(config.prompt.programs_as_changes_description) self.assertEqual( config.prompt.system_message_changes_description, "Custom system message" ) self.assertEqual( config.prompt.initial_changes_description, "Initial state description" ) class TestPromptConfigChangesDescription(unittest.TestCase): """Tests for PromptConfig changes description fields""" def test_prompt_config_defaults(self): """Test PromptConfig defaults for changes description""" prompt_config = PromptConfig() self.assertFalse(prompt_config.programs_as_changes_description) self.assertIsNone(prompt_config.system_message_changes_description) self.assertEqual(prompt_config.initial_changes_description, "") def test_prompt_config_custom_values(self): """Test PromptConfig with custom changes description values""" prompt_config = PromptConfig( programs_as_changes_description=True, system_message_changes_description="Custom message", initial_changes_description="Initial state", ) self.assertTrue(prompt_config.programs_as_changes_description) self.assertEqual(prompt_config.system_message_changes_description, "Custom message") self.assertEqual(prompt_config.initial_changes_description, "Initial state") if __name__ == "__main__": unittest.main()