from __future__ import annotations

from pathlib import Path
from typing import Any

import gradio as gr
from fastapi.responses import FileResponse
from fastapi.staticfiles import StaticFiles
from pydantic import BaseModel, ConfigDict, Field
from starlette.responses import StreamingResponse

from .backends.image import DemoImageBackend, FluxImageBackend
from .backends.text import DemoTextBackend, LlamaCppTextBackend
from .config import AppConfig
from .orchestrator import ForestOrchestrator
from .trace import TraceRecorder


class ForestRequest(BaseModel):
    model_config = ConfigDict(extra="forbid", str_strip_whitespace=True)

    name: str = Field(min_length=1, max_length=80)
    situation: str = Field(min_length=1, max_length=1200)
    seed: int | None = Field(default=None, ge=0, le=2_147_483_647)


def build_orchestrator(config: AppConfig) -> ForestOrchestrator:
    if config.text_backend == "llama_cpp":
        text_backend = LlamaCppTextBackend(
            base_url=config.llama_base_url,
            model=config.llama_model,
        )
    else:
        text_backend = DemoTextBackend()

    if config.image_backend == "flux":
        image_backend = FluxImageBackend(
            model_id=config.flux_model_id,
            lora_id=config.flux_lora_id,
            local_files_only=config.local_files_only,
        )
    else:
        image_backend = DemoImageBackend()
    trace_recorder = TraceRecorder(config.trace_path) if config.trace_path else None
    return ForestOrchestrator(
        text_backend=text_backend,
        image_backend=image_backend,
        trace_recorder=trace_recorder,
    )


def create_app(
    *,
    config: AppConfig | None = None,
    orchestrator: Any | None = None,
    frontend_dir: str | Path | None = None,
) -> gr.Server:
    runtime = config or AppConfig.from_env()
    forest = orchestrator or build_orchestrator(runtime)
    frontend = (
        Path(frontend_dir)
        if frontend_dir is not None
        else Path(__file__).resolve().parents[2] / "frontend"
    )
    app = gr.Server(
        title="The Compliment Forest",
        description="A progressive path of grounded encouragement.",
        docs_url=None,
        redoc_url=None,
    )

    @app.get("/")
    def index() -> FileResponse:
        return FileResponse(frontend / "index.html")

    @app.get("/styles.css")
    def styles() -> FileResponse:
        return FileResponse(frontend / "styles.css", media_type="text/css")

    @app.get("/app.js")
    def javascript() -> FileResponse:
        return FileResponse(frontend / "app.js", media_type="text/javascript")

    assets = frontend / "assets"
    if assets.exists():
        app.mount("/assets", StaticFiles(directory=assets), name="assets")

    @app.get("/health")
    def health() -> dict[str, object]:
        return {
            "status": "ok",
            "text_backend": runtime.text_backend,
            "image_backend": runtime.image_backend,
            "off_grid": True,
            "model_parameter_budget_billions": 18,
        }

    @app.post("/api/forest")
    def generate_forest(request: ForestRequest) -> StreamingResponse:
        def stream():
            seed = request.seed if request.seed is not None else runtime.default_seed
            for event in forest.generate(request.name, request.situation, seed):
                yield event.model_dump_json() + "\n"

        return StreamingResponse(stream(), media_type="application/x-ndjson")

    return app