from __future__ import annotations

import json
from types import SimpleNamespace
from unittest import TestCase, mock

import pytest

from atlas_portal.app_factory import create_app
from atlas_portal.routes import ai


class AiRouteTests(TestCase):
    @classmethod
    def setUpClass(cls):
        cls.app = create_app()
        cls.client = cls.app.test_client()

    def test_chat_routes_profiles_to_modes(self):
        seen: list[tuple[str, str]] = []

        def fake_atlasbot_answer(message: str, mode: str, conversation_id: str) -> str:
            seen.append((mode, conversation_id))
            return f"{mode}:{conversation_id}"

        with mock.patch.object(ai, "_atlasbot_answer", side_effect=fake_atlasbot_answer):
            for profile, expected_mode in (
                ("atlas-quick", "quick"),
                ("atlas-smart", "smart"),
                ("atlas-genius", "genius"),
            ):
                resp = self.client.post(
                    "/api/chat",
                    data=json.dumps(
                        {
                            "message": "How is Titan doing?",
                            "profile": profile,
                            "conversation_id": f"conv-{profile}",
                        }
                    ),
                    content_type="application/json",
                )
                data = resp.get_json()
                self.assertEqual(resp.status_code, 200)
                self.assertEqual(data.get("source"), f"atlas-{expected_mode}")
                self.assertEqual(data.get("reply"), f"{expected_mode}:conv-{profile}")

        self.assertEqual(
            seen,
            [
                ("quick", "conv-atlas-quick"),
                ("smart", "conv-atlas-smart"),
                ("genius", "conv-atlas-genius"),
            ],
        )

    def test_info_endpoint_exposes_profile_specific_model(self):
        with mock.patch.object(ai.settings, "AI_ATLASBOT_MODEL_GENIUS", "genius-model"):
            resp = self.client.get("/api/ai/info?profile=atlas-genius")

        data = resp.get_json()
        self.assertEqual(resp.status_code, 200)
        self.assertEqual(data.get("profile"), "atlas-genius")
        self.assertEqual(data.get("model"), "genius-model")

    def test_atlasbot_answer_uses_profile_specific_timeout(self):
        captured: dict[str, object] = {}

        class DummyResponse:
            status_code = 200

            def json(self):
                return {"reply": "atlas reply"}

        class DummyClient:
            def __init__(self, timeout):
                captured["timeout"] = timeout

            def __enter__(self):
                return self

            def __exit__(self, exc_type, exc, tb):
                return False

            def post(self, endpoint, json=None, headers=None):
                captured["endpoint"] = endpoint
                captured["json"] = json
                captured["headers"] = headers or {}
                return DummyResponse()

        with (
            mock.patch.object(ai.httpx, "Client", DummyClient),
            mock.patch.object(ai.settings, "AI_ATLASBOT_ENDPOINT", "http://atlasbot.invalid/v1/answer"),
            mock.patch.object(ai.settings, "AI_ATLASBOT_TOKEN", "internal-token"),
        ):
            reply = ai._atlasbot_answer("How is Titan doing?", "genius", "conv-1")

        self.assertEqual(reply, "atlas reply")
        self.assertEqual(captured["timeout"], ai.settings.AI_ATLASBOT_TIMEOUT_GENIUS_SEC)
        self.assertEqual(captured["json"], {"prompt": "How is Titan doing?", "mode": "genius", "conversation_id": "conv-1"})
        self.assertEqual(captured["headers"], {"X-Internal-Token": "internal-token"})

    def test_chat_returns_fallback_when_atlasbot_returns_empty(self):
        for profile, expected in (
            ("atlas-quick", "Quick mode hit"),
            ("atlas-smart", "Smart mode hit"),
            ("atlas-genius", "Atlas genius mode timed out"),
        ):
            with mock.patch.object(ai, "_atlasbot_answer", return_value=""):
                resp = self.client.post(
                    "/api/chat",
                    data=json.dumps(
                        {
                            "message": "How is Titan doing?",
                            "profile": profile,
                        }
                    ),
                    content_type="application/json",
                )

            data = resp.get_json()
            self.assertEqual(resp.status_code, 200)
            self.assertIn(expected, data.get("reply", ""))


def test_chat_requires_message() -> None:
    client = create_app().test_client()

    response = client.post("/api/chat", data=json.dumps({"message": ""}), content_type="application/json")

    assert response.status_code == 400
    assert response.get_json()["error"] == "message required"


def test_atlasbot_answer_soft_failure_paths(monkeypatch) -> None:
    monkeypatch.setattr(ai.settings, "AI_ATLASBOT_ENDPOINT", "")
    assert ai._atlasbot_answer("hello", "quick", "") == ""

    class NonOkClient:
        def __init__(self, timeout):
            pass

        def __enter__(self):
            return self

        def __exit__(self, exc_type, exc, tb):
            return False

        def post(self, endpoint, json=None, headers=None):
            return SimpleNamespace(status_code=503)

    monkeypatch.setattr(ai.settings, "AI_ATLASBOT_ENDPOINT", "http://atlasbot")
    monkeypatch.setattr(ai.httpx, "Client", NonOkClient)
    assert ai._atlasbot_answer("hello", "smart", "") == ""

    class BadJsonClient(NonOkClient):
        def post(self, endpoint, json=None, headers=None):
            return SimpleNamespace(status_code=200, json=lambda: (_ for _ in ()).throw(ValueError("bad")))

    monkeypatch.setattr(ai.httpx, "Client", BadJsonClient)
    assert ai._atlasbot_answer("hello", "quick", "") == ""
    assert ai._atlasbot_timeout_sec("smart") == ai.settings.AI_ATLASBOT_TIMEOUT_SMART_SEC
    assert ai._atlasbot_timeout_sec("quick") == ai.settings.AI_ATLASBOT_TIMEOUT_QUICK_SEC


def test_discover_ai_meta_reads_pod_annotations(monkeypatch) -> None:
    class FakePath:
        def __init__(self, value):
            self.value = value

        def __truediv__(self, child):
            return FakePath(child)

        def exists(self):
            return True

        def read_text(self):
            if self.value == "token":
                return "token"
            if self.value == "namespace":
                return "ai"
            return "ca"

        def __str__(self):
            return self.value

    class PodClient:
        def __init__(self, **kwargs):
            self.kwargs = kwargs

        def __enter__(self):
            return self

        def __exit__(self, exc_type, exc, tb):
            return False

        def get(self, url):
            return SimpleNamespace(
                raise_for_status=lambda: None,
                json=lambda: {
                    "items": [
                        {
                            "status": {"phase": "Pending"},
                            "spec": {
                                "nodeName": "titan-24",
                                "containers": [{"image": "registry/atlasbot:model-from-image"}],
                            },
                            "metadata": {
                                "annotations": {
                                    ai.settings.AI_GPU_ANNOTATION: "RTX 3090",
                                    ai.settings.AI_MODEL_ANNOTATION: "annotated-model",
                                }
                            },
                        }
                    ]
                },
            )

    monkeypatch.setattr(ai, "Path", FakePath)
    monkeypatch.setattr(ai.httpx, "Client", PodClient)

    meta = ai._discover_ai_meta("atlas-quick")

    assert meta["node"] == "titan-24"
    assert meta["gpu"] == "RTX 3090"
    assert meta["model"] == "annotated-model"

    class ImageOnlyClient(PodClient):
        def get(self, url):
            return SimpleNamespace(
                raise_for_status=lambda: None,
                json=lambda: {
                    "items": [
                        {
                            "status": {"phase": "Running"},
                            "spec": {
                                "nodeName": "titan-22",
                                "containers": [{"image": "registry/atlasbot:model-from-image"}],
                            },
                            "metadata": {"annotations": {}},
                        }
                    ]
                },
            )

    monkeypatch.setattr(ai.httpx, "Client", ImageOnlyClient)
    image_meta = ai._discover_ai_meta("atlas-smart")

    assert image_meta["endpoint"] == "/api/ai/chat"
    assert image_meta["model"] == "model-from-image"


def test_discover_ai_meta_handles_probe_errors(monkeypatch) -> None:
    class MissingPath:
        def __init__(self, value):
            self.value = value

        def __truediv__(self, child):
            return MissingPath(child)

        def exists(self):
            return False

    monkeypatch.setattr(ai, "Path", MissingPath)
    assert ai._discover_ai_meta("quick")["endpoint"] == "/api/ai/chat"

    class ExistingPath(MissingPath):
        def __truediv__(self, child):
            return ExistingPath(child)

        def exists(self):
            return True

        def read_text(self):
            return "token"

        def __str__(self):
            return self.value

    class FailingClient:
        def __init__(self, **kwargs):
            pass

        def __enter__(self):
            return self

        def __exit__(self, exc_type, exc, tb):
            return False

        def get(self, url):
            raise RuntimeError("offline")

    monkeypatch.setattr(ai, "Path", ExistingPath)
    monkeypatch.setattr(ai.httpx, "Client", FailingClient)
    assert ai._discover_ai_meta("atlas-genius")["endpoint"] == "/api/ai/chat"


def test_start_keep_warm_disabled_and_loop(monkeypatch) -> None:
    monkeypatch.setattr(ai.settings, "AI_WARM_ENABLED", False)
    ai._start_keep_warm()

    posts: list[dict] = []

    class WarmClient:
        def __init__(self, timeout):
            self.timeout = timeout

        def __enter__(self):
            return self

        def __exit__(self, exc_type, exc, tb):
            return False

        def post(self, url, json=None):
            posts.append({"url": url, "json": json})

    sleeps = {"count": 0}

    def fake_sleep(seconds):
        sleeps["count"] += 1
        if sleeps["count"] > 1:
            raise KeyboardInterrupt()

    class InlineThread:
        def __init__(self, target, daemon, name):
            self.target = target

        def start(self):
            self.target()

    monkeypatch.setattr(ai.settings, "AI_WARM_ENABLED", True)
    monkeypatch.setattr(ai.settings, "AI_WARM_INTERVAL_SEC", 1)
    monkeypatch.setattr(ai.time, "sleep", fake_sleep)
    monkeypatch.setattr(ai.httpx, "Client", WarmClient)
    monkeypatch.setattr(ai.threading, "Thread", InlineThread)

    with pytest.raises(KeyboardInterrupt):
        ai._start_keep_warm()

    assert posts

    class RaisingWarmClient(WarmClient):
        def post(self, url, json=None):
            raise RuntimeError("keep-warm backend unavailable")

    loop_sleeps = {"count": 0}

    def stop_after_exception(seconds):
        loop_sleeps["count"] += 1
        if loop_sleeps["count"] > 1:
            raise KeyboardInterrupt()

    monkeypatch.setattr(ai.time, "sleep", stop_after_exception)
    monkeypatch.setattr(ai.httpx, "Client", RaisingWarmClient)

    with pytest.raises(KeyboardInterrupt):
        ai._start_keep_warm()