kcg-monitoring/prediction/config.py
htlee 7dd46f2078 feat: 어구 모선 추론(Gear Parent Inference) 시스템 이식
Codex Lab 환경(iran-airstrike-replay-codex)에서 검증 완료된
어구 모선 자동 추론 + 검토 워크플로우 전체를 이식.

## Python (prediction/)
- gear_parent_inference(1,428줄): 다층 점수 모델 (correlation + name + track + prior bonus)
- gear_parent_episode(631줄): Episode 연속성 (Jaccard + 공간거리)
- gear_name_rules: 모선 이름 정규화 + 4자 미만 필터
- scheduler: 추론 호출 단계 추가 (4.8)
- fleet_tracker/kcgdb: SQL qualified_table() 동적화
- gear_correlation: timestamp 필드 추가

## DB (database/migration/ 012~015)
- 후보 스냅샷, resolution, episode, 라벨 세션, 제외 관리 테이블 9개 + VIEW 2개

## Backend (Java)
- 12개 DTO/Controller (ParentInferenceWorkflowController 등)
- GroupPolygonService: parent_resolution LEFT JOIN + 15개 API 메서드

## Frontend
- ParentReviewPanel: 모선 검토 대시보드
- vesselAnalysis: 10개 신규 API 함수 + 6개 타입

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-04 00:42:31 +09:00

67 lines
1.8 KiB
Python

import re
from typing import Optional
from pydantic_settings import BaseSettings
class Settings(BaseSettings):
# snpdb (궤적 데이터 소스)
SNPDB_HOST: str = '211.208.115.83'
SNPDB_PORT: int = 5432
SNPDB_NAME: str = 'snpdb'
SNPDB_USER: str = 'snp'
SNPDB_PASSWORD: str
# kcgdb (분석 결과 저장)
KCGDB_HOST: str = '211.208.115.83'
KCGDB_PORT: int = 5432
KCGDB_NAME: str = 'kcgdb'
KCGDB_SCHEMA: str = 'kcg'
KCGDB_USER: str = 'kcg_app'
KCGDB_PASSWORD: str
# 스케줄러
SCHEDULER_INTERVAL_MIN: int = 5
# 인메모리 캐시
CACHE_WINDOW_HOURS: int = 24
INITIAL_LOAD_HOURS: int = 24
STATIC_INFO_REFRESH_MIN: int = 60
PERMIT_REFRESH_MIN: int = 30
SNPDB_SAFE_DELAY_MIN: int = 12
SNPDB_BACKFILL_BUCKETS: int = 3
# 파이프라인
TRAJECTORY_HOURS: int = 6
MMSI_PREFIX: str = '412'
MIN_TRAJ_POINTS: int = 100
# Ollama (LLM)
OLLAMA_BASE_URL: str = 'http://localhost:11434'
OLLAMA_MODEL: str = 'qwen3:14b' # CPU-only: 14b 권장, GPU 있으면 32b
OLLAMA_TIMEOUT_SEC: int = 300
# Redis
REDIS_HOST: str = 'localhost'
REDIS_PORT: int = 6379
REDIS_PASSWORD: str = ''
# 로깅
LOG_LEVEL: str = 'INFO'
model_config = {'env_file': '.env', 'env_file_encoding': 'utf-8', 'extra': 'ignore'}
settings = Settings()
_SQL_IDENTIFIER = re.compile(r'^[A-Za-z_][A-Za-z0-9_]*$')
def qualified_table(table_name: str, schema: Optional[str] = None) -> str:
resolved_schema = schema or settings.KCGDB_SCHEMA
if not _SQL_IDENTIFIER.fullmatch(resolved_schema):
raise ValueError(f'Invalid schema name: {resolved_schema!r}')
if not _SQL_IDENTIFIER.fullmatch(table_name):
raise ValueError(f'Invalid table name: {table_name!r}')
return f'{resolved_schema}.{table_name}'