from types import SimpleNamespace import pytest from agent_framework.llm.base import LLMProvider from agent_framework.llm.providers import MockLLMProvider, OCISDKProvider, _extract_reasoning_content from agent_framework.llm.types import LLMResponse class LegacyOnlyProvider(LLMProvider): async def ainvoke(self, messages, **kwargs) -> str: return "legacy-answer" @pytest.mark.asyncio async def test_legacy_provider_gets_rich_response_fallback_without_breaking_contract(): provider = LegacyOnlyProvider() legacy = await provider.ainvoke([{"role": "user", "content": "hello"}]) rich = await provider.ainvoke_response([{"role": "user", "content": "hello"}]) assert legacy == "legacy-answer" assert isinstance(legacy, str) assert isinstance(rich, LLMResponse) assert rich.content == legacy assert rich.reasoning_content is None @pytest.mark.asyncio async def test_mock_ainvoke_remains_string_and_rich_api_is_opt_in(): provider = MockLLMProvider() messages = [{"role": "user", "content": "hello"}] legacy = await provider.ainvoke(messages) rich = await provider.ainvoke_response(messages) assert isinstance(legacy, str) assert legacy == rich.content assert rich.provider == "mock" assert rich.model == "mock-llm" assert rich.reasoning_content is None assert rich.usage["total_tokens"] > 0 def test_openai_compatible_reasoning_content_attribute_is_extracted(): message = SimpleNamespace(content="answer", reasoning_content="model reasoning") assert _extract_reasoning_content(message) == "model reasoning" def test_openai_compatible_reasoning_content_model_extra_is_extracted(): message = SimpleNamespace(content="answer", model_extra={"reasoning_content": "extra reasoning"}) assert _extract_reasoning_content(message) == "extra reasoning" def test_missing_reasoning_content_is_none(): message = SimpleNamespace(content="answer") assert _extract_reasoning_content(message) is None def test_oci_sdk_reasoning_is_extracted_from_choice_message(): message = SimpleNamespace(content="answer", reasoning_content="oci reasoning") choice = SimpleNamespace(message=message) chat_response = SimpleNamespace(choices=[choice]) response = SimpleNamespace(data=SimpleNamespace(chat_response=chat_response)) assert OCISDKProvider._extract_reasoning_content(response) == "oci reasoning"