"""Tests for ContextEngine."""

from unittest.mock import AsyncMock, MagicMock

import pytest

from app.services.context.config import ContextSettings
from app.services.context.engine import ContextEngine, create_context_engine
from app.services.context.types import (
    AssembledContext,
    ConversationContext,
    KnowledgeContext,
    MessageRole,
    SystemContext,
    TaskContext,
    ToolContext,
)


class TestContextEngineCreation:
    """Tests for ContextEngine creation."""

    def test_creation_minimal(self) -> None:
        """Test creating engine with minimal config."""
        engine = ContextEngine()

        assert engine._mcp is None
        assert engine._settings is not None
        assert engine._calculator is not None
        assert engine._scorer is not None
        assert engine._ranker is not None
        assert engine._compressor is not None
        assert engine._cache is not None
        assert engine._pipeline is not None

    def test_creation_with_settings(self) -> None:
        """Test creating engine with custom settings."""
        settings = ContextSettings(
            compression_threshold=0.7,
            cache_enabled=False,
        )
        engine = ContextEngine(settings=settings)

        assert engine._settings.compression_threshold == 0.7
        assert engine._settings.cache_enabled is False

    def test_creation_with_redis(self) -> None:
        """Test creating engine with Redis."""
        mock_redis = MagicMock()
        settings = ContextSettings(cache_enabled=True)
        engine = ContextEngine(redis=mock_redis, settings=settings)

        assert engine._cache.is_enabled

    def test_set_mcp_manager(self) -> None:
        """Test setting MCP manager."""
        engine = ContextEngine()
        mock_mcp = MagicMock()

        engine.set_mcp_manager(mock_mcp)

        assert engine._mcp is mock_mcp

    def test_set_redis(self) -> None:
        """Test setting Redis connection."""
        engine = ContextEngine()
        mock_redis = MagicMock()

        engine.set_redis(mock_redis)

        assert engine._cache._redis is mock_redis


class TestContextEngineHelpers:
    """Tests for ContextEngine helper methods."""

    def test_convert_conversation(self) -> None:
        """Test converting conversation history."""
        engine = ContextEngine()

        history = [
            {"role": "user", "content": "Hello!"},
            {"role": "assistant", "content": "Hi there!"},
            {"role": "user", "content": "How are you?"},
        ]

        contexts = engine._convert_conversation(history)

        assert len(contexts) == 3
        assert all(isinstance(c, ConversationContext) for c in contexts)
        assert contexts[0].role == MessageRole.USER
        assert contexts[1].role == MessageRole.ASSISTANT
        assert contexts[0].content == "Hello!"
        assert contexts[0].metadata["turn"] == 0

    def test_convert_tool_results(self) -> None:
        """Test converting tool results."""
        engine = ContextEngine()

        results = [
            {"tool_name": "search", "content": "Result 1", "status": "success"},
            {"tool_name": "read", "result": {"file": "test.txt"}, "status": "success"},
        ]

        contexts = engine._convert_tool_results(results)

        assert len(contexts) == 2
        assert all(isinstance(c, ToolContext) for c in contexts)
        assert contexts[0].content == "Result 1"
        assert contexts[0].metadata["tool_name"] == "search"
        # Dict content should be JSON serialized
        assert "file" in contexts[1].content
        assert "test.txt" in contexts[1].content


class TestContextEngineAssembly:
    """Tests for context assembly."""

    @pytest.mark.asyncio
    async def test_assemble_minimal(self) -> None:
        """Test assembling with minimal inputs."""
        engine = ContextEngine()

        result = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="test query",
            model="claude-3-sonnet",
            use_cache=False,  # Disable cache for test
        )

        assert isinstance(result, AssembledContext)
        assert result.context_count == 0  # No contexts provided

    @pytest.mark.asyncio
    async def test_assemble_with_system_prompt(self) -> None:
        """Test assembling with system prompt."""
        engine = ContextEngine()

        result = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="test query",
            model="claude-3-sonnet",
            system_prompt="You are a helpful assistant.",
            use_cache=False,
        )

        assert result.context_count == 1
        assert "helpful assistant" in result.content

    @pytest.mark.asyncio
    async def test_assemble_with_task(self) -> None:
        """Test assembling with task description."""
        engine = ContextEngine()

        result = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="implement feature",
            model="claude-3-sonnet",
            task_description="Implement user authentication",
            use_cache=False,
        )

        assert result.context_count == 1
        assert "authentication" in result.content

    @pytest.mark.asyncio
    async def test_assemble_with_conversation(self) -> None:
        """Test assembling with conversation history."""
        engine = ContextEngine()

        result = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="continue",
            model="claude-3-sonnet",
            conversation_history=[
                {"role": "user", "content": "Hello!"},
                {"role": "assistant", "content": "Hi!"},
            ],
            use_cache=False,
        )

        assert result.context_count == 2
        assert "Hello" in result.content

    @pytest.mark.asyncio
    async def test_assemble_with_tool_results(self) -> None:
        """Test assembling with tool results."""
        engine = ContextEngine()

        result = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="continue",
            model="claude-3-sonnet",
            tool_results=[
                {"tool_name": "search", "content": "Found 5 results"},
            ],
            use_cache=False,
        )

        assert result.context_count == 1
        assert "Found 5 results" in result.content

    @pytest.mark.asyncio
    async def test_assemble_with_custom_contexts(self) -> None:
        """Test assembling with custom contexts."""
        engine = ContextEngine()

        custom = [
            KnowledgeContext(
                content="Custom knowledge.",
                source="custom",
                relevance_score=0.9,
            )
        ]

        result = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="test",
            model="claude-3-sonnet",
            custom_contexts=custom,
            use_cache=False,
        )

        assert result.context_count == 1
        assert "Custom knowledge" in result.content

    @pytest.mark.asyncio
    async def test_assemble_full_workflow(self) -> None:
        """Test full assembly workflow."""
        engine = ContextEngine()

        result = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="implement login",
            model="claude-3-sonnet",
            system_prompt="You are an expert Python developer.",
            task_description="Implement user authentication.",
            conversation_history=[
                {"role": "user", "content": "Can you help me implement JWT auth?"},
            ],
            tool_results=[
                {"tool_name": "file_create", "content": "Created auth.py"},
            ],
            use_cache=False,
        )

        assert result.context_count >= 4
        assert result.total_tokens > 0
        assert result.model == "claude-3-sonnet"

        # Check for expected content
        assert "expert Python developer" in result.content
        assert "authentication" in result.content


class TestContextEngineKnowledge:
    """Tests for knowledge fetching."""

    @pytest.mark.asyncio
    async def test_fetch_knowledge_no_mcp(self) -> None:
        """Test fetching knowledge without MCP returns empty."""
        engine = ContextEngine()

        result = await engine._fetch_knowledge(
            project_id="proj-123",
            agent_id="agent-456",
            query="test",
        )

        assert result == []

    @pytest.mark.asyncio
    async def test_fetch_knowledge_with_mcp(self) -> None:
        """Test fetching knowledge with MCP."""
        mock_mcp = AsyncMock()
        mock_mcp.call_tool.return_value.data = {
            "results": [
                {
                    "content": "Document content",
                    "source_path": "docs/api.md",
                    "score": 0.9,
                    "chunk_id": "chunk-1",
                },
                {
                    "content": "Another document",
                    "source_path": "docs/auth.md",
                    "score": 0.8,
                },
            ]
        }

        engine = ContextEngine(mcp_manager=mock_mcp)

        result = await engine._fetch_knowledge(
            project_id="proj-123",
            agent_id="agent-456",
            query="authentication",
        )

        assert len(result) == 2
        assert all(isinstance(c, KnowledgeContext) for c in result)
        assert result[0].content == "Document content"
        assert result[0].source == "docs/api.md"
        assert result[0].relevance_score == 0.9

    @pytest.mark.asyncio
    async def test_fetch_knowledge_error_handling(self) -> None:
        """Test knowledge fetch error handling."""
        mock_mcp = AsyncMock()
        mock_mcp.call_tool.side_effect = Exception("MCP error")

        engine = ContextEngine(mcp_manager=mock_mcp)

        # Should not raise, returns empty
        result = await engine._fetch_knowledge(
            project_id="proj-123",
            agent_id="agent-456",
            query="test",
        )

        assert result == []


class TestContextEngineCaching:
    """Tests for caching behavior."""

    @pytest.mark.asyncio
    async def test_cache_disabled(self) -> None:
        """Test assembly with cache disabled."""
        engine = ContextEngine()

        result = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="test",
            model="claude-3-sonnet",
            system_prompt="Test prompt",
            use_cache=False,
        )

        assert not result.cache_hit

    @pytest.mark.asyncio
    async def test_cache_hit(self) -> None:
        """Test cache hit."""
        mock_redis = AsyncMock()
        settings = ContextSettings(cache_enabled=True)
        engine = ContextEngine(redis=mock_redis, settings=settings)

        # First call - cache miss
        mock_redis.get.return_value = None

        result1 = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="test",
            model="claude-3-sonnet",
            system_prompt="Test prompt",
        )

        # Second call - mock cache hit
        mock_redis.get.return_value = result1.to_json()

        result2 = await engine.assemble_context(
            project_id="proj-123",
            agent_id="agent-456",
            query="test",
            model="claude-3-sonnet",
            system_prompt="Test prompt",
        )

        assert result2.cache_hit


class TestContextEngineUtilities:
    """Tests for utility methods."""

    @pytest.mark.asyncio
    async def test_get_budget_for_model(self) -> None:
        """Test getting budget for model."""
        engine = ContextEngine()

        budget = await engine.get_budget_for_model("claude-3-sonnet")

        assert budget.total > 0
        assert budget.system > 0
        assert budget.knowledge > 0

    @pytest.mark.asyncio
    async def test_get_budget_with_max_tokens(self) -> None:
        """Test getting budget with max tokens."""
        engine = ContextEngine()

        budget = await engine.get_budget_for_model("claude-3-sonnet", max_tokens=5000)

        assert budget.total == 5000

    @pytest.mark.asyncio
    async def test_count_tokens(self) -> None:
        """Test token counting."""
        engine = ContextEngine()

        count = await engine.count_tokens("Hello world")

        assert count > 0

    @pytest.mark.asyncio
    async def test_invalidate_cache(self) -> None:
        """Test cache invalidation."""
        mock_redis = AsyncMock()

        async def mock_scan_iter(match=None):
            for key in ["ctx:1", "ctx:2"]:
                yield key

        mock_redis.scan_iter = mock_scan_iter

        settings = ContextSettings(cache_enabled=True)
        engine = ContextEngine(redis=mock_redis, settings=settings)

        deleted = await engine.invalidate_cache(pattern="*test*")

        assert deleted >= 0

    @pytest.mark.asyncio
    async def test_get_stats(self) -> None:
        """Test getting engine stats."""
        engine = ContextEngine()

        stats = await engine.get_stats()

        assert "cache" in stats
        assert "settings" in stats
        assert "compression_threshold" in stats["settings"]


class TestCreateContextEngine:
    """Tests for factory function."""

    def test_create_context_engine(self) -> None:
        """Test factory function."""
        engine = create_context_engine()

        assert isinstance(engine, ContextEngine)

    def test_create_context_engine_with_settings(self) -> None:
        """Test factory with settings."""
        settings = ContextSettings(cache_enabled=False)
        engine = create_context_engine(settings=settings)

        assert engine._settings.cache_enabled is False