lmstudiofixed/tests/test_openai_reasoning_proxy.py

import importlib.util
import unittest
from pathlib import Path


MODULE_PATH = Path(__file__).resolve().parent.parent / "tools" / "lmstudio" / "openai_reasoning_proxy.py"
if MODULE_PATH.exists():
    spec = importlib.util.spec_from_file_location("openai_reasoning_proxy", MODULE_PATH)
    module = importlib.util.module_from_spec(spec)
    assert spec is not None and spec.loader is not None
    spec.loader.exec_module(module)
    proxy = module
else:  # pragma: no cover
    proxy = None


class OpenAIReasoningProxyTests(unittest.TestCase):
    def setUp(self):
        if proxy is None:
            self.fail("tools.lmstudio.openai_reasoning_proxy is not available")

    def test_build_native_payload_prefers_reasoning_field(self):
        request_payload = {
            "model": "qwen/qwen3.6-35b-a3b",
            "messages": [
                {"role": "system", "content": "be precise"},
                {"role": "user", "content": "hello"},
                {"role": "assistant", "content": "hi"},
                {"role": "user", "content": "continue"},
            ],
            "max_tokens": 64,
            "temperature": 0.1,
            "reasoning": "off",
            "enable_thinking": True,
        }

        native_payload = proxy.build_native_payload(request_payload)

        self.assertEqual(native_payload["model"], "qwen/qwen3.6-35b-a3b")
        self.assertEqual(
            native_payload["input"],
            "User: hello\n\nAssistant: hi\n\nUser: continue",
        )
        self.assertEqual(native_payload["max_output_tokens"], 64)
        self.assertEqual(native_payload["temperature"], 0.1)
        self.assertEqual(native_payload["reasoning"], "off")
        self.assertEqual(native_payload["system_prompt"], "be precise")
        self.assertFalse(native_payload["store"])

    def test_build_native_payload_maps_enable_thinking_false_to_reasoning_off(self):
        request_payload = {
            "model": "qwen/qwen3.6-35b-a3b",
            "messages": [{"role": "user", "content": "hello"}],
            "enable_thinking": False,
        }

        native_payload = proxy.build_native_payload(request_payload)

        self.assertEqual(native_payload["reasoning"], "off")

    def test_translate_native_response_keeps_reasoning_content(self):
        native_response = {
            "id": "chatcmpl-native",
            "model": "qwen/qwen3.6-35b-a3b",
            "output": [
                {"type": "reasoning", "content": "reasoning text"},
                {"type": "message", "content": "final answer"},
            ],
            "stats": {
                "input_tokens": 11,
                "total_output_tokens": 19,
                "reasoning_output_tokens": 7,
            },
        }

        translated = proxy.translate_native_response(native_response)

        self.assertEqual(translated["object"], "chat.completion")
        self.assertEqual(translated["model"], "qwen/qwen3.6-35b-a3b")
        self.assertEqual(translated["choices"][0]["message"]["content"], "final answer")
        self.assertEqual(
            translated["choices"][0]["message"]["reasoning_content"],
            "reasoning text",
        )
        self.assertEqual(translated["usage"]["prompt_tokens"], 11)
        self.assertEqual(translated["usage"]["completion_tokens"], 19)
        self.assertEqual(
            translated["usage"]["completion_tokens_details"]["reasoning_tokens"],
            7,
        )


if __name__ == "__main__":
    unittest.main()