"""调用 LLM 判断当天是否处于节日或预热期内。"""

from __future__ import annotations

import json
import re
import time
from datetime import date
from typing import Any

from app.core.open_router_llm import OpenRouterCallError, create_chat_completion
from app.festival_demand.calendar import festival_events_payload
from app.festival_demand.exceptions import FestivalDemandError
from app.festival_demand.llm_json import extract_json_object
from app.festival_demand.types import FestivalDemandConfig
from app.festival_demand.validation import filter_festivals_by_query_date

SYSTEM_PROMPT = """
你是一个中国节日与节点事件日历专家。

# 任务
根据给定的 query_date 和 events 列表，判断 query_date 当天处于哪些事件的活跃期内，并返回这些事件。

# 节日类型（events 中 kind 字段）
1. statutory（法定节假日）：须查准当年国务院放假调休区间，festival_start 为放假首日，festival_end 为放假末日。
2. non_statutory（非法定节日）：节日活跃期仅当天，festival_start = festival_end = 该事件当天。

# 预热期（两类通用）
- 预热只在节日开始之前，节日一到预热立即结束。
- 设节日开始日 S（法定为 festival_start，非法定为当天），预热天数为 events 中的 prewarm_days（记为 N）：
  - 预热区间 = [S-N, S-1]（含首尾，不含 S）
  - 节日期 = [festival_start, festival_end]（含首尾）
- 仅当 query_date 落在预热区间或节日期内，才返回该事件。

# 你的职责
- 由你推算当年每个事件的 festival_start、festival_end、event_date（农历、节气、固定纪念日、放假安排等均由你判断）。
- 严格遵守上述活跃期定义筛选，不要把已过节日的项返回进来。

# 输出格式
严格只输出一个 JSON 对象，禁止在 JSON 前后或之后追加任何说明、注释、markdown 代码块标记。
{
  "date": "YYYY-MM-DD",
  "festivals": [
    {
      "name": "与 events 中 name 完全一致",
      "kind": "statutory 或 non_statutory",
      "event_date": "YYYY-MM-DD",
      "festival_start": "YYYY-MM-DD",
      "festival_end": "YYYY-MM-DD",
      "phase": "prewarm 或 festival",
      "days_to_festival": 0,
      "reason": "简短中文说明"
    }
  ]
}

# 约束
- festivals 为空数组表示当天无活跃事件。
- name 只能来自 events，不得编造。
- phase=prewarm 时 query_date 必须 < festival_start；phase=festival 时 query_date 必须在 [festival_start, festival_end]。
"""


def _parse_date_field(item: dict[str, Any], *keys: str) -> str | None:
    for key in keys:
        value = str(item.get(key) or "").strip()
        if re.fullmatch(r"\d{4}-\d{2}-\d{2}", value):
            return value
    return None


def _parse_festival_item(
    item: Any,
    allowed_names: set[str],
    allowed_kinds: dict[str, str],
) -> dict[str, Any] | None:
    if not isinstance(item, dict):
        return None
    name = str(item.get("name") or "").strip()
    if not name or name not in allowed_names:
        return None

    festival_start = _parse_date_field(item, "festival_start")
    festival_end = _parse_date_field(item, "festival_end")
    event_date = _parse_date_field(item, "event_date")
    if not festival_start and event_date:
        festival_start = event_date
    if not festival_end and festival_start:
        festival_end = festival_start
    if not festival_start or not festival_end:
        return None

    kind = str(item.get("kind") or allowed_kinds.get(name, "non_statutory")).strip()
    if kind not in {"statutory", "non_statutory"}:
        kind = allowed_kinds.get(name, "non_statutory")

    return {
        "name": name,
        "kind": kind,
        "event_date": event_date or festival_start,
        "festival_start": festival_start,
        "festival_end": festival_end,
        "phase": str(item.get("phase") or "").strip().lower(),
        "days_to_festival": item.get("days_to_festival"),
        "reason": str(item.get("reason") or "").strip(),
    }


def _enrich_festivals_with_event_type(
    festivals: list[dict[str, Any]],
    event_type_by_name: dict[str, str],
) -> list[dict[str, Any]]:
    enriched: list[dict[str, Any]] = []
    for item in festivals:
        name = str(item.get("name") or "").strip()
        enriched.append(
            {
                **item,
                "event_type": event_type_by_name.get(name, ""),
            }
        )
    return enriched


def _normalize_detection_result(
    parsed: dict[str, Any],
    *,
    query_date: date,
    allowed_names: set[str],
    allowed_kinds: dict[str, str],
    prewarm_by_name: dict[str, int],
    event_type_by_name: dict[str, str],
) -> dict[str, Any]:
    festivals_raw = parsed.get("festivals")
    if festivals_raw is None:
        festivals_raw = parsed.get("active_festivals") or []
    if not isinstance(festivals_raw, list):
        raise FestivalDemandError("llm output festivals must be a list")

    parsed_items: list[dict[str, Any]] = []
    seen_names: set[str] = set()
    for item in festivals_raw:
        if isinstance(item, str):
            continue
        normalized = _parse_festival_item(item, allowed_names, allowed_kinds)
        if not normalized or normalized["name"] in seen_names:
            continue
        parsed_items.append(normalized)
        seen_names.add(normalized["name"])

    festivals = filter_festivals_by_query_date(
        parsed_items,
        query_date,
        prewarm_by_name,
    )
    festivals = _enrich_festivals_with_event_type(festivals, event_type_by_name)

    return {
        "date": query_date.isoformat(),
        "festivals": festivals,
        "festival_names": [item["name"] for item in festivals],
    }


def detect_active_festivals(
    query_date: date,
    config: FestivalDemandConfig,
) -> dict[str, Any]:
    """调用 LLM 判断查询日期处于活跃期内的节日列表。"""
    events = festival_events_payload()
    allowed_names = {str(item["name"]) for item in events}
    allowed_kinds = {str(item["name"]): str(item["kind"]) for item in events}
    prewarm_by_name = {str(item["name"]): int(item["prewarm_days"]) for item in events}
    event_type_by_name = {str(item["name"]): str(item["event_type"]) for item in events}
    payload = {
        "query_date": query_date.isoformat(),
        "year": query_date.year,
        "events": events,
    }

    last_error: Exception | None = None
    for attempt in range(1, config.llm_max_attempts + 1):
        try:
            resp = create_chat_completion(
                [
                    {"role": "system", "content": SYSTEM_PROMPT.strip()},
                    {
                        "role": "user",
                        "content": json.dumps(payload, ensure_ascii=False),
                    },
                ],
                model=config.llm_model,
                temperature=config.llm_temperature,
                max_tokens=config.llm_max_tokens,
            )
            parsed = extract_json_object(str(resp.get("content") or ""))
            return _normalize_detection_result(
                parsed,
                query_date=query_date,
                allowed_names=allowed_names,
                allowed_kinds=allowed_kinds,
                prewarm_by_name=prewarm_by_name,
                event_type_by_name=event_type_by_name,
            )
        except (OpenRouterCallError, FestivalDemandError, ValueError) as exc:
            last_error = exc
            if attempt < config.llm_max_attempts:
                time.sleep(config.llm_retry_sleep_seconds)

    raise FestivalDemandError(
        f"festival detection failed after {config.llm_max_attempts} attempts: {last_error}"
    ) from last_error