MLflow: metadata와 artifact 경로

MLflow: metadata와 artifact 경로 An architecture diagram generated by Archify. MLflow SDK client · training / evaluation · Architecture component MLflow SDK client training / evaluation Tracking server · metadata + artifact API · Architecture component Tracking server metadata + artifact API SQL backend · experiments / runs / models · Architecture component SQL backend experiments / runs / models Artifact store · files / model weights · Architecture component Artifact store files / model weights Browser UI · HTTP API requests · Architecture component Browser UI HTTP API requests metadata / proxy SQL proxy files HTTP direct mode: client credentials Legend Frontend Backend 저장소 External

Metadata

  • • 새 환경 기본값 SQLite · 운영용 DB는 명시적으로 선택
  • • 로컬 SDK는 별도 HTTP 서버 없이도 SQL backend 사용 가능

Artifact permissions

  • • 프록시: 서버 권한 / 직접: 클라이언트 저장소 권한
  • • 기존 experiment artifact URI는 서버 flag 변경으로 바뀌지 않음