"""사주 + 궁합 해석 파이프라인 — Claude Sonnet 호출 + reroll 1회.

tarot-lab/app/pipeline.py 패턴 재활용.
"""
import json
import logging
import time
from typing import Any, Dict

import httpx

from ..config import (
    ANTHROPIC_API_KEY,
    SAJU_MODEL,
    SAJU_COST_INPUT_PER_M,
    SAJU_COST_OUTPUT_PER_M,
    SAJU_TIMEOUT_SEC,
)


logger = logging.getLogger("saju-lab.pipeline")

from .prompt import SAJU_SYSTEM_PROMPT, COMPAT_SYSTEM_PROMPT, build_saju_user_message, build_compat_user_message
from .schema import validate_saju_interpretation, validate_compat_interpretation


API_URL = "https://api.anthropic.com/v1/messages"


class SajuError(Exception):
    pass


def calc_cost(tokens_in: int, tokens_out: int) -> float:
    return (
        tokens_in / 1_000_000 * SAJU_COST_INPUT_PER_M
        + tokens_out / 1_000_000 * SAJU_COST_OUTPUT_PER_M
    )


def _strip_codeblock(text: str) -> str:
    t = text.strip()
    if t.startswith("```"):
        t = t.strip("`")
        if t.startswith("json"):
            t = t[4:]
        t = t.strip()
    return t


def _extract_json(raw: str) -> dict:
    cleaned = _strip_codeblock(raw)
    try:
        return json.loads(cleaned)
    except json.JSONDecodeError:
        start, end = cleaned.find("{"), cleaned.rfind("}")
        if start >= 0 and end > start:
            try:
                return json.loads(cleaned[start : end + 1])
            except json.JSONDecodeError:
                pass
        raise


async def _call_claude(system_prompt: str, user_text: str, feedback: str = "") -> tuple[dict, dict, str]:
    if not ANTHROPIC_API_KEY:
        raise SajuError("ANTHROPIC_API_KEY missing")
    if feedback:
        user_text = f"이전 응답이 다음 이유로 거절됨: {feedback}\n올바른 스키마(시스템 지침)로 다시 응답.\n\n{user_text}"
    payload = {
        "model": SAJU_MODEL,
        "max_tokens": 2400,
        "system": [{"type": "text", "text": system_prompt,
                    "cache_control": {"type": "ephemeral"}}],
        "messages": [{"role": "user", "content": [{"type": "text", "text": user_text}]}],
    }
    headers = {
        "x-api-key": ANTHROPIC_API_KEY,
        "anthropic-version": "2023-06-01",
        "anthropic-beta": "prompt-caching-2024-07-31",
        "content-type": "application/json",
    }
    started = time.monotonic()
    async with httpx.AsyncClient(timeout=SAJU_TIMEOUT_SEC) as client:
        r = await client.post(API_URL, headers=headers, json=payload)
        r.raise_for_status()
        resp = r.json()
    latency_ms = int((time.monotonic() - started) * 1000)
    raw_text = "".join(
        b.get("text", "") for b in resp.get("content", []) if b.get("type") == "text"
    )
    usage = resp.get("usage", {}) or {}
    tokens_in = int(usage.get("input_tokens", 0) or 0)
    tokens_out = int(usage.get("output_tokens", 0) or 0)
    logger.info("saju claude call: latency=%dms, in=%d, out=%d", latency_ms, tokens_in, tokens_out)
    parsed = _extract_json(raw_text)
    meta = {"tokens_in": tokens_in, "tokens_out": tokens_out, "latency_ms": latency_ms}
    return parsed, meta, raw_text


async def _interpret_loop(system_prompt: str, user_text: str, validate_fn) -> Dict[str, Any]:
    total_in, total_out, total_latency = 0, 0, 0
    last_error = ""
    for attempt in range(2):
        try:
            parsed, meta, _raw = await _call_claude(system_prompt, user_text, feedback=last_error)
        except httpx.HTTPError as e:
            raise SajuError(f"Claude HTTP error: {e}") from e
        except json.JSONDecodeError as e:
            last_error = f"JSON 파싱 실패: {e}"
            continue
        total_in += meta["tokens_in"]
        total_out += meta["tokens_out"]
        total_latency += meta["latency_ms"]

        ok, err = validate_fn(parsed)
        if ok:
            return {
                "interpretation_json": parsed,
                "model": SAJU_MODEL,
                "tokens_in": total_in,
                "tokens_out": total_out,
                "cost_usd": calc_cost(total_in, total_out),
                "latency_ms": total_latency,
                "reroll_count": attempt,
            }
        last_error = err

    raise SajuError(f"검증 실패 (reroll 2회): {last_error}")


async def interpret_saju(saju: dict, analysis: dict, daeun: list, current_year: int) -> Dict[str, Any]:
    user_text = build_saju_user_message(saju, analysis, daeun, current_year)
    return await _interpret_loop(SAJU_SYSTEM_PROMPT, user_text, validate_saju_interpretation)


async def interpret_compat(
    saju_a: dict, saju_b: dict,
    analysis_a: dict, analysis_b: dict,
    score: int, breakdown: dict,
) -> Dict[str, Any]:
    user_text = build_compat_user_message(
        saju_a, saju_b, analysis_a, analysis_b, score, breakdown,
    )
    return await _interpret_loop(COMPAT_SYSTEM_PROMPT, user_text, validate_compat_interpretation)
