from __future__ import annotations

import asyncio

from beaver.engine.providers.base import LLMProvider, LLMResponse
from beaver.tasks import MainAgentRouter, TaskRecord


class RouterProvider(LLMProvider):
    def __init__(self, response: str | Exception) -> None:
        super().__init__()
        self.response = response
        self.calls: list[dict] = []

    async def chat(
        self,
        messages: list[dict],
        tools: list[dict] | None = None,
        model: str | None = None,
        max_tokens: int = 4096,
        temperature: float = 0.7,
        thinking_enabled: bool | None = None,
    ) -> LLMResponse:
        self.calls.append(
            {
                "messages": messages,
                "max_tokens": max_tokens,
                "temperature": temperature,
                "model": model,
                "thinking_enabled": thinking_enabled,
            }
        )
        if isinstance(self.response, Exception):
            raise self.response
        return LLMResponse(content=self.response, finish_reason="stop", provider_name="stub", model="stub-model")

    def get_default_model(self) -> str:
        return "stub-model"


class SequenceRouterProvider(LLMProvider):
    def __init__(self, responses: list[str | Exception]) -> None:
        super().__init__()
        self.responses = list(responses)
        self.calls: list[dict] = []

    async def chat(
        self,
        messages: list[dict],
        tools: list[dict] | None = None,
        model: str | None = None,
        max_tokens: int = 4096,
        temperature: float = 0.7,
        thinking_enabled: bool | None = None,
    ) -> LLMResponse:
        self.calls.append(
            {
                "messages": messages,
                "max_tokens": max_tokens,
                "temperature": temperature,
                "model": model,
                "thinking_enabled": thinking_enabled,
            }
        )
        response = self.responses.pop(0)
        if isinstance(response, Exception):
            raise response
        return LLMResponse(content=response, finish_reason="stop", provider_name="stub", model="stub-model")

    def get_default_model(self) -> str:
        return "stub-model"


def _task() -> TaskRecord:
    return TaskRecord(
        task_id="task-1",
        session_id="web:task",
        description="实现任务连续性",
        goal="实现任务连续性",
        constraints=[],
        priority=0,
        status="awaiting_acceptance",
        creator="test",
        created_at="now",
        updated_at="now",
        metadata={"short_title": "任务连续性"},
    )


def _weather_task() -> TaskRecord:
    task = _task()
    task.description = "珠海天气怎样"
    task.goal = "珠海天气怎样"
    task.metadata["short_title"] = "查询珠海天气"
    return task


def test_router_continues_active_task_from_llm_decision() -> None:
    provider = RouterProvider('{"action":"continue_task","reason":"related","short_title":"任务连续性"}')
    decision = asyncio.run(
        MainAgentRouter().classify(
            "再把输入框标识也补上",
            active_task=_task(),
            provider=provider,
        )
    )

    assert decision.is_task
    assert decision.starts_new_task is False
    assert decision.short_title == "任务连续性"
    assert provider.calls[0]["max_tokens"] == 256


def test_router_keeps_same_session_but_starts_new_task_for_standalone_weather_repeat() -> None:
    decision = asyncio.run(
        MainAgentRouter().classify(
            "珠海天气怎么样",
            active_task=_weather_task(),
            provider=RouterProvider('{"action":"continue_task","reason":"neutral follow-up","short_title":"查询珠海天气"}'),
        )
    )

    assert decision.is_task
    assert decision.action == "create_task"
    assert decision.starts_new_task is True
    assert "fresh standalone task request" in decision.reason


def test_router_allows_explicit_followup_to_continue_active_weather_task() -> None:
    decision = asyncio.run(
        MainAgentRouter().classify(
            "顺便查一下深圳",
            active_task=_weather_task(),
            provider=RouterProvider('{"action":"continue_task","reason":"related follow-up","short_title":"查询珠海天气"}'),
        )
    )

    assert decision.is_task
    assert decision.action == "continue_task"
    assert decision.starts_new_task is False


def test_router_marks_revision_from_llm_decision() -> None:
    decision = asyncio.run(
        MainAgentRouter().classify(
            "再详细一点，并加上表格",
            active_task=_task(),
            provider=RouterProvider('{"action":"revise_task","reason":"user requested changes","short_title":"任务连续性"}'),
        )
    )

    assert decision.is_task
    assert decision.starts_new_task is False
    assert decision.action == "revise_task"


def test_router_receives_thinking_mode() -> None:
    provider = RouterProvider('{"action":"simple_chat","reason":"simple"}')
    decision = asyncio.run(
        MainAgentRouter().classify(
            "请判断一下这个概念是否合理",
            provider=provider,
            thinking_enabled=False,
        )
    )

    assert not decision.is_task
    assert provider.calls[0]["thinking_enabled"] is False


def test_router_fast_paths_obvious_simple_chat_without_provider_call() -> None:
    provider = RouterProvider('{"action":"new_task","reason":"should not be used"}')

    decision = asyncio.run(MainAgentRouter().classify("你好", provider=provider))
    punctuated = asyncio.run(MainAgentRouter().classify("你好！", provider=provider))
    translation = asyncio.run(MainAgentRouter().classify("翻译这句话：hello world", provider=provider))

    assert not decision.is_task
    assert decision.action == "simple_chat"
    assert decision.reason == "obvious_simple_chat"
    assert not punctuated.is_task
    assert punctuated.action == "simple_chat"
    assert not translation.is_task
    assert translation.action == "simple_chat"
    assert provider.calls == []


def test_router_sends_broad_explanations_to_intent_llm() -> None:
    provider = RouterProvider('{"action":"simple_chat","reason":"intent decided concept explanation"}')

    explanation = asyncio.run(MainAgentRouter().classify("解释一下什么是 MCP", provider=provider))
    definition = asyncio.run(MainAgentRouter().classify("什么是 context engineering", provider=provider))

    assert not explanation.is_task
    assert explanation.reason == "intent decided concept explanation"
    assert not definition.is_task
    assert definition.reason == "intent decided concept explanation"
    assert len(provider.calls) == 2


def test_router_fast_paths_obvious_task_without_provider_call() -> None:
    provider = RouterProvider('{"action":"simple_chat","reason":"should not be used"}')

    decision = asyncio.run(MainAgentRouter().classify("帮我查一下今天深圳天气", provider=provider))
    current_event = asyncio.run(
        MainAgentRouter().classify("解释一下今天法国队在世界杯的表现为什么那么好", provider=provider)
    )

    assert decision.is_task
    assert decision.action == "create_task"
    assert decision.reason == "obvious_task"
    assert current_event.is_task
    assert current_event.action == "create_task"
    assert provider.calls == []


def test_router_does_not_simple_fast_path_current_event_explanations() -> None:
    provider = RouterProvider('{"action":"simple_chat","reason":"llm fallback"}')

    decision = asyncio.run(MainAgentRouter().classify("解释一下昨晚法国队在世界杯的表现为什么那么好", provider=provider))

    assert decision.is_task
    assert decision.action == "create_task"
    assert decision.reason == "obvious_task"
    assert provider.calls == []


def test_router_keeps_active_task_followups_in_llm_path() -> None:
    provider = RouterProvider('{"action":"revise_task","reason":"needs revision","short_title":"任务连续性"}')

    decision = asyncio.run(
        MainAgentRouter().classify(
            "这个也加上",
            active_task=_task(),
            provider=provider,
        )
    )

    assert decision.is_task
    assert decision.action == "revise_task"
    assert len(provider.calls) == 1


def test_router_injects_intent_skill_guidance() -> None:
    provider = RouterProvider('{"action":"new_task","reason":"needs weather tool","short_title":"珠海天气"}')
    decision = asyncio.run(
        MainAgentRouter().classify(
            "帮我判断这个需求要不要进入任务模式",
            provider=provider,
            intent_skill="Weather and current external data must be routed to new_task.",
        )
    )

    assert decision.is_task
    assert decision.starts_new_task is True
    assert decision.action == "create_task"
    prompt = provider.calls[0]["messages"][1]["content"]
    assert "Intent Agent skill guidance" in prompt
    assert "Weather and current external data" in prompt


def test_router_prompt_treats_unrelated_lightweight_conversation_as_new_topic() -> None:
    provider = RouterProvider('{"action":"simple_chat","reason":"unrelated lightweight conversation"}')

    asyncio.run(
        MainAgentRouter().classify(
            "吃饭没",
            active_task=_task(),
            provider=provider,
        )
    )

    prompt = provider.calls[0]["messages"][1]["content"]
    assert "unrelated lightweight conversation" in prompt
    assert "must not be classified as revise_task merely because the active Task is awaiting acceptance" in prompt
    assert "A Session is the durable conversation/device/group context" in prompt
    assert "Repeating '珠海天气怎么样' later is a new Task" in prompt


def test_router_closes_active_task_from_llm_decision() -> None:
    decision = asyncio.run(
        MainAgentRouter().classify(
            "这个任务结束了",
            active_task=_task(),
            provider=RouterProvider('{"action":"close_task","reason":"user said done"}'),
        )
    )

    assert not decision.is_task
    assert decision.closes_task is True


def test_router_fallback_keeps_active_task_but_not_new_task() -> None:
    active = asyncio.run(
        MainAgentRouter().classify(
            "继续",
            active_task=_task(),
            provider=RouterProvider(RuntimeError("provider down")),
        )
    )
    inactive = asyncio.run(
        MainAgentRouter().classify(
            "implement something",
            active_task=None,
            provider=RouterProvider(RuntimeError("provider down")),
        )
    )

    assert active.is_task
    assert not inactive.is_task


def test_router_retries_once_after_provider_failure() -> None:
    provider = SequenceRouterProvider(
        [
            TimeoutError(),
            '{"action":"new_task","reason":"needs search","short_title":"中美会面"}',
        ]
    )

    decision = asyncio.run(
        MainAgentRouter().classify(
            "帮我判断这次中美会面分析需求要不要进入任务模式",
            provider=provider,
        )
    )

    assert decision.is_task
    assert decision.action == "create_task"
    assert len(provider.calls) == 2


def test_router_fallback_after_two_provider_failures() -> None:
    provider = SequenceRouterProvider([TimeoutError(), RuntimeError("provider down")])

    decision = asyncio.run(
        MainAgentRouter().classify(
            "帮我判断这次中美会面分析需求要不要进入任务模式",
            provider=provider,
        )
    )

    assert not decision.is_task
    assert decision.reason == "router_failed: provider down"
    assert len(provider.calls) == 2