import json
import logging
import traceback
from typing import Any, Optional

from fastapi import APIRouter
from pydantic import BaseModel
from sse_starlette.sse import EventSourceResponse

from backend.services.executor import QueryExecutor

logger = logging.getLogger(__name__)

router = APIRouter()


class MessageHistory(BaseModel):
    role: str  # "user" or "assistant"
    content: str


class ChatRequest(BaseModel):
    message: str
    history: list[MessageHistory] = []
    allowed_datasets: Optional[list[str]] = None


class ChartData(BaseModel):
    type: str  # 'bar', 'line', 'pie', 'donut', 'histogram'
    title: Optional[str] = None
    data: list[dict] = []
    xKey: Optional[str] = None
    yKey: Optional[str] = None
    series: Optional[list[dict]] = None
    stacked: Optional[bool] = None
    xAxisLabel: Optional[str] = None
    yAxisLabel: Optional[str] = None


class ChatResponse(BaseModel):
    response: str
    sql_query: Optional[str] = None
    geojson: Optional[dict] = None
    data_citations: list[str] = []
    intent: Optional[str] = None
    chart_data: Optional[ChartData] = None
    raw_data: list[dict[str, Any]] = []


@router.post("", response_model=ChatResponse)
@router.post("/", response_model=ChatResponse, include_in_schema=False)
async def chat(request: ChatRequest):
    """
    Non-streaming chat endpoint. Routes to the appropriate handler based on
    detected intent. Prefer /stream for interactive use.
    """
    executor = QueryExecutor()

    history = [{"role": h.role, "content": h.content} for h in request.history]

    result = await executor.process_query_with_context(
        query=request.message,
        history=history,
        allowed_datasets=request.allowed_datasets
    )

    return ChatResponse(
        response=result.get("response", "I processed your request."),
        sql_query=result.get("sql_query"),
        geojson=result.get("geojson"),
        data_citations=result.get("data_citations", []),
        intent=result.get("intent"),
        chart_data=result.get("chart_data"),
        raw_data=result.get("raw_data") or []
    )


@router.post("/stream")
async def chat_stream(request: ChatRequest):
    """Streaming chat endpoint that returns Server-Sent Events (SSE)."""
    executor = QueryExecutor()
    history = [{"role": h.role, "content": h.content} for h in request.history]

    async def event_generator():
        try:
            async for event in executor.process_query_stream(
                request.message, history, allowed_datasets=request.allowed_datasets
            ):
                yield event
        except Exception as e:
            logger.error(f"Stream error: {e}\n{traceback.format_exc()}")
            yield {
                "event": "chunk",
                "data": json.dumps({"type": "text", "content": f"\n\nError: {str(e)}"})
            }

    return EventSourceResponse(event_generator())