"""
Tests for Slot Extraction Integration.
[AC-MRS-SLOT-EXTRACT-01] slot extraction 集成测试
"""

from unittest.mock import AsyncMock, MagicMock, patch

import pytest

from app.models.mid.schemas import SlotSource
from app.services.mid.slot_extraction_integration import (
    ExtractionResult,
    ExtractionTrace,
    SlotExtractionIntegration,
    integrate_slot_extraction,
)
from app.services.mid.slot_strategy_executor import (
    StrategyChainResult,
    StrategyStepResult,
)


class TestExtractionTrace:
    """ExtractionTrace 测试"""

    def test_init(self):
        """测试初始化"""
        trace = ExtractionTrace(slot_key="region")
        assert trace.slot_key == "region"
        assert trace.strategy is None
        assert trace.validation_passed is False

    def test_to_dict(self):
        """测试转换为字典"""
        trace = ExtractionTrace(
            slot_key="region",
            strategy="rule",
            extracted_value="北京",
            validation_passed=True,
            final_value="北京",
            execution_time_ms=10.5,
        )
        d = trace.to_dict()
        assert d["slot_key"] == "region"
        assert d["strategy"] == "rule"
        assert d["extracted_value"] == "北京"
        assert d["validation_passed"] is True


class TestExtractionResult:
    """ExtractionResult 测试"""

    def test_init(self):
        """测试初始化"""
        result = ExtractionResult()
        assert result.success is False
        assert result.extracted_slots == {}
        assert result.failed_slots == []

    def test_to_dict(self):
        """测试转换为字典"""
        result = ExtractionResult(
            success=True,
            extracted_slots={"region": "北京"},
            failed_slots=["product"],
            traces=[ExtractionTrace(slot_key="region")],
            total_execution_time_ms=50.0,
            ask_back_triggered=True,
            ask_back_prompts=["请提供产品信息"],
        )
        d = result.to_dict()
        assert d["success"] is True
        assert d["extracted_slots"] == {"region": "北京"}
        assert d["failed_slots"] == ["product"]
        assert d["ask_back_triggered"] is True


class TestSlotExtractionIntegration:
    """SlotExtractionIntegration 测试"""

    @pytest.fixture
    def mock_session(self):
        """创建 mock session"""
        return AsyncMock()

    @pytest.fixture
    def integration(self, mock_session):
        """创建集成实例"""
        return SlotExtractionIntegration(
            session=mock_session,
            tenant_id="tenant_1",
            session_id="session_1",
        )

    def test_default_strategies(self, integration):
        """测试默认策略"""
        assert integration.DEFAULT_STRATEGIES == ["rule", "llm"]

    def test_get_source_for_strategy(self, integration):
        """测试策略到来源的映射"""
        assert integration._get_source_for_strategy("rule") == SlotSource.RULE_EXTRACTED.value
        assert integration._get_source_for_strategy("llm") == SlotSource.LLM_INFERRED.value
        assert integration._get_source_for_strategy("user_input") == SlotSource.USER_CONFIRMED.value

    def test_get_confidence_for_source(self, integration):
        """测试来源到置信度的映射"""
        assert integration._get_confidence_for_source(SlotSource.USER_CONFIRMED.value) == 1.0
        assert integration._get_confidence_for_source(SlotSource.RULE_EXTRACTED.value) == 0.9
        assert integration._get_confidence_for_source(SlotSource.LLM_INFERRED.value) == 0.7

    @pytest.mark.asyncio
    async def test_extract_and_fill_no_target_slots(self, integration):
        """测试没有目标槽位"""
        result = await integration.extract_and_fill(
            user_input="测试输入",
            target_slots=[],
        )
        
        assert result.success is True
        assert result.extracted_slots == {}

    @pytest.mark.asyncio
    async def test_extract_and_fill_slot_not_found(self, integration):
        """测试槽位定义不存在"""
        integration._slot_def_service.get_slot_definition_by_key = AsyncMock(
            return_value=None
        )
        integration._slot_manager.get_ask_back_prompt = AsyncMock(return_value=None)
        
        result = await integration.extract_and_fill(
            user_input="测试输入",
            target_slots=["unknown_slot"],
        )
        
        assert result.success is False
        assert "unknown_slot" in result.failed_slots
        assert result.traces[0].failure_reason == "Slot definition not found"

    @pytest.mark.asyncio
    async def test_extract_and_fill_extraction_success(self, integration):
        """测试提取成功"""
        mock_slot_def = MagicMock()
        mock_slot_def.type = "string"
        mock_slot_def.validation_rule = None
        mock_slot_def.ask_back_prompt = "请提供地区"
        
        integration._slot_def_service.get_slot_definition_by_key = AsyncMock(
            return_value=mock_slot_def
        )
        
        with patch.object(integration._strategy_executor, 'execute_chain') as mock_chain:
            mock_chain.return_value = StrategyChainResult(
                slot_key="region",
                success=True,
                final_value="北京",
                final_strategy="rule",
            )
            
            with patch.object(integration, '_get_backfill_service') as mock_backfill_svc:
                mock_backfill = AsyncMock()
                mock_backfill.backfill_single_slot = AsyncMock(
                    return_value=MagicMock(
                        is_success=lambda: True,
                        normalized_value="北京",
                        error_message=None,
                    )
                )
                mock_backfill_svc.return_value = mock_backfill
                
                with patch.object(integration, '_save_extracted_slots', new_callable=AsyncMock):
                    result = await integration.extract_and_fill(
                        user_input="我想查询北京的产品",
                        target_slots=["region"],
                    )
        
        assert result.success is True
        assert "region" in result.extracted_slots
        assert result.extracted_slots["region"] == "北京"

    @pytest.mark.asyncio
    async def test_extract_and_fill_extraction_failed(self, integration):
        """测试提取失败"""
        mock_slot_def = MagicMock()
        mock_slot_def.type = "string"
        mock_slot_def.validation_rule = None
        mock_slot_def.ask_back_prompt = "请提供地区"
        
        integration._slot_def_service.get_slot_definition_by_key = AsyncMock(
            return_value=mock_slot_def
        )
        
        with patch.object(integration._strategy_executor, 'execute_chain') as mock_chain:
            mock_chain.return_value = StrategyChainResult(
                slot_key="region",
                success=False,
                steps=[
                    StrategyStepResult(
                        strategy="rule",
                        success=False,
                        failure_reason="无法提取",
                    )
                ],
            )
            
            integration._slot_manager.get_ask_back_prompt = AsyncMock(
                return_value="请提供地区"
            )
            
            result = await integration.extract_and_fill(
                user_input="测试输入",
                target_slots=["region"],
            )
        
        assert result.success is False
        assert "region" in result.failed_slots
        assert result.ask_back_triggered is True
        assert "请提供地区" in result.ask_back_prompts

    @pytest.mark.asyncio
    async def test_get_missing_required_slots_from_state(self, integration):
        """测试从状态获取缺失槽位"""
        from app.services.mid.slot_state_aggregator import SlotState
        
        slot_state = SlotState()
        slot_state.missing_required_slots = [
            {"slot_key": "region"},
            {"slot_key": "product"},
        ]
        
        result = await integration._get_missing_required_slots(slot_state)
        
        assert "region" in result
        assert "product" in result

    @pytest.mark.asyncio
    async def test_get_missing_required_slots_from_db(self, integration):
        """测试从数据库获取缺失槽位"""
        mock_defs = [
            MagicMock(slot_key="region"),
            MagicMock(slot_key="product"),
        ]
        
        integration._slot_def_service.list_slot_definitions = AsyncMock(
            return_value=mock_defs
        )
        
        result = await integration._get_missing_required_slots(None)
        
        assert "region" in result
        assert "product" in result


class TestIntegrateSlotExtraction:
    """integrate_slot_extraction 便捷函数测试"""

    @pytest.mark.asyncio
    async def test_integrate(self):
        """测试便捷函数"""
        mock_session = AsyncMock()
        
        with patch('app.services.mid.slot_extraction_integration.SlotExtractionIntegration') as mock_cls:
            mock_instance = AsyncMock()
            mock_instance.extract_and_fill = AsyncMock(
                return_value=ExtractionResult(success=True, extracted_slots={"region": "北京"})
            )
            mock_cls.return_value = mock_instance
            
            result = await integrate_slot_extraction(
                session=mock_session,
                tenant_id="tenant_1",
                session_id="session_1",
                user_input="我想查询北京的产品",
            )
        
        assert result.success is True
        assert "region" in result.extracted_slots


class TestExtractionTraceFlow:
    """提取追踪流程测试"""

    @pytest.fixture
    def integration(self):
        """创建集成实例"""
        mock_session = AsyncMock()
        return SlotExtractionIntegration(
            session=mock_session,
            tenant_id="tenant_1",
            session_id="session_1",
        )

    @pytest.mark.asyncio
    async def test_full_extraction_flow(self, integration):
        """测试完整提取流程"""
        mock_slot_def = MagicMock()
        mock_slot_def.type = "string"
        mock_slot_def.validation_rule = None
        mock_slot_def.ask_back_prompt = None
        
        integration._slot_def_service.get_slot_definition_by_key = AsyncMock(
            return_value=mock_slot_def
        )
        
        with patch.object(integration._strategy_executor, 'execute_chain') as mock_chain:
            mock_chain.return_value = StrategyChainResult(
                slot_key="region",
                success=True,
                final_value="北京",
                final_strategy="rule",
            )
            
            with patch.object(integration, '_get_backfill_service') as mock_backfill_svc:
                mock_backfill = AsyncMock()
                mock_backfill.backfill_single_slot = AsyncMock(
                    return_value=MagicMock(
                        is_success=lambda: True,
                        normalized_value="北京",
                        error_message=None,
                    )
                )
                mock_backfill_svc.return_value = mock_backfill
                
                with patch.object(integration, '_save_extracted_slots', new_callable=AsyncMock):
                    result = await integration.extract_and_fill(
                        user_input="北京",
                        target_slots=["region"],
                    )
        
        assert len(result.traces) == 1
        trace = result.traces[0]
        assert trace.slot_key == "region"
        assert trace.strategy == "rule"
        assert trace.extracted_value == "北京"
        assert trace.validation_passed is True
        assert trace.final_value == "北京"