import time

import pytest

_DETECT_TIMEOUT = 60


def _get_health(http_client):
    r = http_client.get("/health")
    r.raise_for_status()
    return r.json()


def _assert_active_ai(data):
    assert data["status"] == "healthy"
    assert data["aiAvailability"] not in ("None", "Downloading")


@pytest.mark.cpu
class TestHealthEngineStep01PreInit:
    def test_ft_p_01_pre_init_health(self, http_client):
        t0 = time.monotonic()
        data = _get_health(http_client)
        assert time.monotonic() - t0 < 2.0
        assert data["status"] == "healthy"
        assert data["aiAvailability"] == "None", (
            f"engine already initialized (aiAvailability={data['aiAvailability']}); "
            "pre-init tests must run before any test that triggers warm_engine"
        )
        assert data.get("errorMessage") is None


@pytest.mark.cpu
@pytest.mark.slow
class TestHealthEngineStep02LazyInit:
    def test_ft_p_14_lazy_initialization(self, http_client, image_small, auth_headers):
        before = _get_health(http_client)
        assert before["aiAvailability"] == "None", (
            f"engine already initialized (aiAvailability={before['aiAvailability']}); "
            "lazy-init test must run before any test that triggers warm_engine"
        )
        files = {"file": ("lazy.jpg", image_small, "image/jpeg")}
        r = http_client.post("/detect/image", files=files, headers=auth_headers, timeout=_DETECT_TIMEOUT)
        r.raise_for_status()
        body = r.json()
        assert isinstance(body, list)
        after = _get_health(http_client)
        _assert_active_ai(after)


@pytest.mark.cpu
@pytest.mark.slow
class TestHealthEngineStep03Warmed:
    @pytest.fixture(autouse=True)
    def _warm(self, warm_engine):
        pass

    def test_ft_p_02_post_init_health(self, http_client):
        data = _get_health(http_client)
        _assert_active_ai(data)
        assert data.get("errorMessage") is None

    def test_ft_p_15_onnx_cpu_detect(self, http_client, image_small, auth_headers):
        files = {"file": ("onnx.jpg", image_small, "image/jpeg")}
        r = http_client.post("/detect/image", files=files, headers=auth_headers, timeout=_DETECT_TIMEOUT)
        r.raise_for_status()
        body = r.json()
        assert isinstance(body, list)
        if body:
            d = body[0]
            for k in (
                "centerX",
                "centerY",
                "width",
                "height",
                "classNum",
                "label",
                "confidence",
            ):
                assert k in d