from __future__ import annotations

import asyncio
import logging
from contextlib import asynccontextmanager
from typing import Annotated

from fastapi import Depends, FastAPI
from pydantic_ai import Agent
from pydantic_ai.models.instrumented import InstrumentationSettings

from stirling.agents import (
    ExecutionPlanningAgent,
    OrchestratorAgent,
    PdfEditAgent,
    PdfQuestionAgent,
    UserSpecAgent,
)
from stirling.agents.ledger import MathAuditorAgent
from stirling.agents.pdf_comment import PdfCommentAgent
from stirling.api.engine_auth import EngineSharedSecretMiddleware
from stirling.api.middleware import UserIdMiddleware
from stirling.api.routes import (
    agent_capabilities_router,
    agent_draft_router,
    document_router,
    execution_router,
    ledger_router,
    orchestrator_router,
    pdf_comments_router,
    pdf_edit_router,
    pdf_question_router,
)
from stirling.config import AppSettings, load_settings
from stirling.contracts import HealthResponse
from stirling.documents import DocumentService
from stirling.services import build_runtime, setup_posthog_tracking

logger = logging.getLogger(__name__)


async def _run_expired_doc_reaper(
    documents: DocumentService,
    interval_seconds: int,
) -> None:
    """Periodically delete documents whose ``expires_at`` has passed.

    A reaped collection drops everything rooted at that document. Backstop
    for the explicit logout purge: catches sessions that ended without a
    clean logout (tab close, JWT expiry, engine restart). Persistent rows
    (``expires_at`` null, the shape we use for org-shared docs) are never
    touched. Runs until cancelled by the lifespan teardown.
    """
    await _reap(documents)
    while True:
        await asyncio.sleep(interval_seconds)
        await _reap(documents)


async def _reap(documents: DocumentService) -> None:
    """One reaper iteration. Logs the deleted count on success and the full
    exception with traceback on failure; never re-raises non-cancel errors so
    a bad iteration doesn't kill the loop. ``asyncio.CancelledError`` is
    re-raised so the lifespan teardown can cancel the task cleanly.
    """
    try:
        deleted = await documents.reap_expired()
        if deleted:
            logger.info("Reaped %d expired document collection(s)", deleted)
    except asyncio.CancelledError:
        raise
    except Exception:
        logger.exception("Document reaper iteration failed; will retry on next interval")


def _load_startup_settings(fast_api: FastAPI) -> AppSettings:
    override = fast_api.dependency_overrides.get(load_settings)
    if override is not None:
        return override()
    return load_settings()


@asynccontextmanager
async def lifespan(fast_api: FastAPI):
    # Load env vars on startup so we can immediately crash if required env vars aren't set
    settings = _load_startup_settings(fast_api)
    runtime = build_runtime(settings)
    fast_api.state.settings = settings
    fast_api.state.runtime = runtime
    fast_api.state.orchestrator_agent = OrchestratorAgent(runtime)
    fast_api.state.pdf_edit_agent = PdfEditAgent(runtime)
    fast_api.state.pdf_question_agent = PdfQuestionAgent(runtime)
    fast_api.state.user_spec_agent = UserSpecAgent(runtime)
    fast_api.state.execution_planning_agent = ExecutionPlanningAgent(runtime)
    fast_api.state.math_auditor_agent = MathAuditorAgent(runtime)
    fast_api.state.pdf_comment_agent = PdfCommentAgent(runtime)
    tracer_provider = setup_posthog_tracking(settings)
    if tracer_provider:
        Agent.instrument_all(InstrumentationSettings(tracer_provider=tracer_provider))
    reaper_task = asyncio.create_task(
        _run_expired_doc_reaper(
            runtime.documents,
            interval_seconds=settings.documents_reaper_interval_seconds,
        ),
        name="expired-document-reaper",
    )
    yield
    reaper_task.cancel()
    try:
        await reaper_task
    except asyncio.CancelledError:
        pass
    await runtime.documents.close()
    if tracer_provider:
        tracer_provider.shutdown()


app = FastAPI(title="Stirling AI Engine", lifespan=lifespan, version="0.1.0")
app.add_middleware(UserIdMiddleware)
app.add_middleware(EngineSharedSecretMiddleware)
app.include_router(orchestrator_router)
app.include_router(pdf_edit_router)
app.include_router(pdf_question_router)
app.include_router(agent_draft_router)
app.include_router(execution_router)
app.include_router(document_router)
app.include_router(ledger_router)
app.include_router(pdf_comments_router)
app.include_router(agent_capabilities_router)


@app.get("/health", response_model=HealthResponse)
async def healthcheck(settings: Annotated[AppSettings, Depends(load_settings)]) -> HealthResponse:
    return HealthResponse(
        status="ok",
        smart_model=settings.smart_model_name,
        fast_model=settings.fast_model_name,
    )