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hyungi_document_server/app/api/briefing.py
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Hyungi Ahn 431d4fe010 feat(briefing): add morning briefing schema + services + api (historical off)
야간 수집 뉴스 (KST 00:00~05:00) topic×country 비교 분석 1페이지 카드.
Phase 4 Global Digest 와 코드/로직/테이블 분리, 알고리즘만 services/clustering_common 공유.

Backend 신규:
- migrations/255_morning_briefings.sql: morning_briefings + briefing_topics
  (briefing_date UNIQUE, UNIQUE(briefing_id,topic_rank), FK CASCADE,
  historical_* 3컬럼 nullable, cluster_members JSONB, country_perspectives
  JSONB, status 4-state success|partial|failed|empty)
- app/models/briefing.py: SQLAlchemy ORM
- app/services/briefing/loader.py: KST 5h 윈도우 + news_sources prefix
  fallback (Phase 4 패턴 미러) + historical candidate pool 로더
- app/services/briefing/clustering.py: cluster_global topic-first
  (LAMBDA=ln(2)/2h, MIN_COUNTRIES_PER_TOPIC=2, MAX_TOPICS=7)
- app/services/briefing/comparator.py: call_primary 26B + JSON envelope
  sanitize (cap perspectives 10 / divergences 3 / convergences 2 /
  quotes 5) + fallback row 고정 형태 + retrieve_historical cosine top-K
- app/services/briefing/pipeline.py: load→cluster→select(K=7,λ=0.6)
  →historical→compare→status 4-state→delete+insert transaction
- app/workers/briefing_worker.py: APScheduler/수동 호출 공용 진입점,
  600s hard cap
- app/prompts/briefing_comparative.txt: 한국어 비교 분석 JSON 프롬프트,
  {articles_block} + {historical_block} 2섹션, 인용 금지 라벨
- app/api/briefing.py: GET /latest, GET ?date=, POST /regenerate?date=
  (admin, sync delete+insert tx, regenerated:true)

Backend 수정:
- app/main.py: briefing_router 등록 (/api/briefing prefix). scheduler
  등록은 PR-3 에서.
- app/services/digest/selection.py: select_for_llm 매개변수화 (K, λ
  caller 주입). Phase 4 동작은 default 값으로 보존.

Historical 정책:
- BRIEFING_HISTORICAL_ENABLED env flag, default off.
- flag off → historical_* 컬럼 모두 NULL, prompt {historical_block} 빈
  라벨, retrieval 호출 안 함.
- flag on (PR-1b 에서 enable) → cluster centroid 와 과거 30일 doc
  embedding cosine top-K 5 (sim≥0.70), prompt 에 주입.

Country canonical (실측 확인 후):
- documents.country 컬럼 부재 확정
- document_chunks.country 매칭률 0% (chunks 자체가 뉴스에 안 만들어짐)
- 유일 country 신호 = news_sources prefix 매핑 (Phase 4 와 동일)

Tests:
- tests/test_briefing_historical.py: 3 경로 회귀 (flag off/on with
  fixture/on zero match) + sanitize cap + fallback row 형태.

Verification: PR-1.8 에서 GPU 컨테이너 pytest + 수동 regenerate.
2026-05-12 12:58:50 +09:00

204 lines
6.4 KiB
Python

"""Morning Briefing API — read-only + 수동 regenerate.
엔드포인트:
- GET /api/briefing/latest : 가장 최근 briefing
- GET /api/briefing?date=YYYY-MM-DD : 특정 날짜 briefing
- POST /api/briefing/regenerate?date=... : 동기 워커 트리거 (admin), DELETE+INSERT tx
응답은 topic 평면 list (axis 반대 — Phase 4 와 달리 country 그룹 X).
각 topic 안에 country_perspectives JSONB 가 들어있어 cross-country 비교 분석을 표현.
"""
from datetime import date as date_type
from datetime import datetime
from typing import Annotated
from fastapi import APIRouter, Depends, HTTPException, Query
from pydantic import BaseModel
from sqlalchemy import select
from sqlalchemy.ext.asyncio import AsyncSession
from sqlalchemy.orm import selectinload
from core.auth import get_current_user, require_admin
from core.database import get_session
from models.briefing import BriefingTopic, MorningBriefing
from models.user import User
router = APIRouter()
# ─── Pydantic 응답 모델 ───
class CountryPerspective(BaseModel):
country: str
summary: str
article_ids: list[int] = []
class KeyQuote(BaseModel):
country: str = ""
source: str = ""
quote: str
class TopicResponse(BaseModel):
topic_rank: int
topic_label: str
headline: str
country_perspectives: list[CountryPerspective]
divergences: list[str]
convergences: list[str]
key_quotes: list[KeyQuote]
historical_context: str | None = None
cluster_members: list[int] = []
article_count: int
country_count: int
importance_score: float
llm_fallback_used: bool
class BriefingResponse(BaseModel):
briefing_date: date_type
window_start: datetime
window_end: datetime
decay_lambda: float
total_articles: int
total_countries: int
total_topics: int
generation_ms: int | None
llm_calls: int
llm_failures: int
status: str
headline_oneliner: str | None = None
topics: list[TopicResponse]
class RegenerateResponse(BaseModel):
status: str
briefing_id: int | None
briefing_date: date_type
total_topics: int
total_articles: int
llm_calls: int
llm_failures: int
generation_ms: int
regenerated: bool
# ─── helpers ───
def _build_response(b: MorningBriefing) -> BriefingResponse:
topics = []
for t in sorted(b.topics, key=lambda x: x.topic_rank):
topics.append(
TopicResponse(
topic_rank=t.topic_rank,
topic_label=t.topic_label,
headline=t.headline,
country_perspectives=[
CountryPerspective(**cp) for cp in (t.country_perspectives or [])
],
divergences=list(t.divergences or []),
convergences=list(t.convergences or []),
key_quotes=[KeyQuote(**q) for q in (t.key_quotes or [])],
historical_context=t.historical_context,
cluster_members=list(t.cluster_members or []),
article_count=t.article_count,
country_count=t.country_count,
importance_score=t.importance_score,
llm_fallback_used=t.llm_fallback_used,
)
)
return BriefingResponse(
briefing_date=b.briefing_date,
window_start=b.window_start,
window_end=b.window_end,
decay_lambda=b.decay_lambda,
total_articles=b.total_articles,
total_countries=b.total_countries,
total_topics=b.total_topics,
generation_ms=b.generation_ms,
llm_calls=b.llm_calls,
llm_failures=b.llm_failures,
status=b.status,
headline_oneliner=b.headline_oneliner,
topics=topics,
)
async def _load_briefing(
session: AsyncSession,
target_date: date_type | None,
) -> MorningBriefing | None:
query = select(MorningBriefing).options(selectinload(MorningBriefing.topics))
if target_date is not None:
query = query.where(MorningBriefing.briefing_date == target_date)
else:
query = query.order_by(MorningBriefing.briefing_date.desc())
query = query.limit(1)
result = await session.execute(query)
return result.scalar_one_or_none()
# ─── Routes ───
@router.get("/latest", response_model=BriefingResponse)
async def get_latest(
user: Annotated[User, Depends(get_current_user)],
session: Annotated[AsyncSession, Depends(get_session)],
):
"""가장 최근 morning briefing."""
b = await _load_briefing(session, target_date=None)
if b is None:
raise HTTPException(status_code=404, detail="아직 생성된 briefing 없음")
return _build_response(b)
@router.get("", response_model=BriefingResponse)
async def get_briefing(
user: Annotated[User, Depends(get_current_user)],
session: Annotated[AsyncSession, Depends(get_session)],
date: date_type | None = Query(default=None, description="YYYY-MM-DD (KST briefing_date)"),
):
"""특정 날짜 briefing (date 미지정 시 최신)."""
b = await _load_briefing(session, target_date=date)
if b is None:
raise HTTPException(
status_code=404,
detail=f"briefing 없음 (date={date})" if date else "아직 생성된 briefing 없음",
)
return _build_response(b)
@router.post("/regenerate", response_model=RegenerateResponse)
async def regenerate(
user: Annotated[User, Depends(require_admin)],
date: date_type | None = Query(default=None, description="YYYY-MM-DD KST 기준 briefing_date"),
):
"""수동 트리거 (admin). 동기 실행 — delete+insert transaction.
date 미지정 시 오늘 KST. 같은 날 row 존재 시 transaction 안에서 삭제 후 신규 생성.
응답 status='success' | 'partial' | 'failed' | 'empty'.
"""
from workers.briefing_worker import run
result = await run(target_date=date)
if result is None:
raise HTTPException(status_code=500, detail="briefing 워커 실행 실패 (로그 확인)")
return RegenerateResponse(
status=result["status"],
briefing_id=result.get("briefing_id"),
briefing_date=date or datetime.now().date(),
total_topics=result["total_topics"],
total_articles=result["total_articles"],
llm_calls=result["llm_calls"],
llm_failures=result["llm_failures"],
generation_ms=result["generation_ms"],
regenerated=result.get("regenerated", True),
)