Files
Pre_Seg_Server/backend/main.py
admin b1131c9126 切换演示数据到 demo 目录
- 默认演示视频和 DICOM 路径改为 demo/演视LC视频序列.mp4 与 demo/演视DICOM序列/。

- 演示 DICOM 项目名统一为“演视DICOM序列”,并兼容迁移旧“演示DICOM序列”名称。

- 恢复演示出厂设置测试改为验证新文件名上传路径和新项目名。

- 同步更新用户管理提示、API 契约、安装文档、实现地图和项目指南。

- 本地与 ../Seg_Server_Docker 已实际放入 demo 演示视频和 DICOM 测试影像;数据文件受 .gitignore 保护不进入提交。
2026-05-07 15:58:29 +08:00

318 lines
11 KiB
Python

"""FastAPI application entrypoint."""
import asyncio
import json
import logging
import os
from contextlib import asynccontextmanager, suppress
from datetime import datetime, timezone
from fastapi import FastAPI, WebSocket, WebSocketDisconnect
from fastapi.middleware.cors import CORSMiddleware
from sqlalchemy import inspect, text
from config import settings
from database import Base, engine, SessionLocal
from minio_client import ensure_bucket_exists
from progress_events import PROGRESS_CHANNEL
from redis_client import get_redis_client, ping as redis_ping
from routers import projects, templates, media, ai, export, auth, dashboard, tasks, admin
logging.basicConfig(
level=logging.INFO,
format="%(asctime)s | %(levelname)s | %(name)s | %(message)s",
)
logger = logging.getLogger(__name__)
def _ensure_runtime_schema_columns() -> None:
"""Add nullable columns introduced after initial create_all deployments."""
try:
inspector = inspect(engine)
frame_columns = {column["name"] for column in inspector.get_columns("frames")}
project_columns = {column["name"] for column in inspector.get_columns("projects")}
template_columns = {column["name"] for column in inspector.get_columns("templates")}
with engine.begin() as connection:
if "timestamp_ms" not in frame_columns:
connection.execute(text("ALTER TABLE frames ADD COLUMN timestamp_ms FLOAT"))
if "source_frame_number" not in frame_columns:
connection.execute(text("ALTER TABLE frames ADD COLUMN source_frame_number INTEGER"))
if "owner_user_id" not in project_columns:
connection.execute(text("ALTER TABLE projects ADD COLUMN owner_user_id INTEGER"))
if "owner_user_id" not in template_columns:
connection.execute(text("ALTER TABLE templates ADD COLUMN owner_user_id INTEGER"))
except Exception as exc: # noqa: BLE001
logger.warning("Runtime schema column check failed: %s", exc)
def _seed_default_admin_sync() -> None:
"""Ensure the single default admin exists without rewriting project ownership metadata."""
from routers.auth import ensure_default_admin
db = SessionLocal()
try:
admin = ensure_default_admin(db)
db.commit()
logger.info("Default admin ready id=%s", admin.id)
except Exception as exc: # noqa: BLE001
logger.error("Failed to seed default admin: %s", exc)
finally:
db.close()
def _seed_default_project_sync() -> None:
"""Synchronously seed the bundled demo video and DICOM projects on first startup."""
from models import Project
from routers.auth import ensure_default_admin
from services.demo_media import (
DEMO_DICOM_PROJECT_NAME,
DEMO_VIDEO_PROJECT_NAME,
LEGACY_DEMO_DICOM_PROJECT_NAMES,
LEGACY_DEMO_VIDEO_PROJECT_NAMES,
create_parsed_dicom_demo_project,
create_unparsed_video_demo_project,
demo_dicom_files,
)
db = SessionLocal()
try:
admin = ensure_default_admin(db)
legacy_video = (
db.query(Project)
.filter(Project.name.in_(LEGACY_DEMO_VIDEO_PROJECT_NAMES))
.first()
)
if legacy_video is not None:
legacy_video.name = DEMO_VIDEO_PROJECT_NAME
db.commit()
legacy_dicom = (
db.query(Project)
.filter(Project.name.in_(LEGACY_DEMO_DICOM_PROJECT_NAMES))
.first()
)
if legacy_dicom is not None:
legacy_dicom.name = DEMO_DICOM_PROJECT_NAME
db.commit()
existing_video = db.query(Project).filter(Project.name == DEMO_VIDEO_PROJECT_NAME).first()
if existing_video is None and os.path.exists(settings.demo_video_path):
video_project = create_unparsed_video_demo_project(
db,
owner=admin,
video_path=settings.demo_video_path,
project_name=DEMO_VIDEO_PROJECT_NAME,
)
logger.info("Seeded default video project id=%s", video_project.id)
existing_dicom = db.query(Project).filter(Project.name == DEMO_DICOM_PROJECT_NAME).first()
if existing_dicom is not None:
return
if not demo_dicom_files(settings.demo_dicom_dir):
logger.warning("Default DICOM series not found at %s", settings.demo_dicom_dir)
return
project = create_parsed_dicom_demo_project(
db,
owner=admin,
dicom_dir=settings.demo_dicom_dir,
project_name=DEMO_DICOM_PROJECT_NAME,
)
logger.info("Seeded default DICOM project id=%s with %d frames", project.id, len(project.frames))
except Exception as exc:
logger.error("Failed to seed default project: %s", exc)
finally:
db.close()
def _seed_default_templates_sync() -> None:
"""Seed default ontology templates on first startup."""
db = SessionLocal()
try:
ensure_default_templates(db)
except Exception as exc:
logger.error("Failed to seed default templates: %s", exc)
finally:
db.close()
def ensure_default_templates(db) -> None:
"""Ensure all bundled system templates exist."""
from services.default_templates import ensure_default_templates as _ensure_default_templates
_ensure_default_templates(db)
@asynccontextmanager
async def lifespan(app: FastAPI):
"""Application lifespan: startup and shutdown hooks."""
progress_listener: asyncio.Task | None = None
# Startup
logger.info("Starting up SegServer backend...")
# Initialize database tables
try:
Base.metadata.create_all(bind=engine)
_ensure_runtime_schema_columns()
_seed_default_admin_sync()
logger.info("Database tables initialized.")
except Exception as exc: # noqa: BLE001
logger.error("Database initialization failed: %s", exc)
# Check MinIO bucket
try:
ensure_bucket_exists()
except Exception as exc: # noqa: BLE001
logger.error("MinIO bucket check failed: %s", exc)
# Check Redis
if redis_ping():
logger.info("Redis connection OK.")
else:
logger.warning("Redis connection failed.")
try:
progress_listener = asyncio.create_task(_progress_pubsub_loop())
except Exception as exc: # noqa: BLE001
logger.error("Failed to start Redis progress subscription: %s", exc)
# Seed default templates
try:
asyncio.create_task(asyncio.to_thread(_seed_default_templates_sync))
except Exception as exc: # noqa: BLE001
logger.error("Failed to start default template seeding: %s", exc)
# Seed default project in background thread so it doesn't block startup
try:
asyncio.create_task(asyncio.to_thread(_seed_default_project_sync))
except Exception as exc: # noqa: BLE001
logger.error("Failed to start default project seeding: %s", exc)
yield
# Shutdown
logger.info("Shutting down SegServer backend...")
if progress_listener is not None:
progress_listener.cancel()
with suppress(asyncio.CancelledError):
await progress_listener
engine.dispose()
app = FastAPI(
title="SegServer API",
description="Semantic Segmentation System Backend",
version="1.0.0",
lifespan=lifespan,
)
# CORS
app.add_middleware(
CORSMiddleware,
allow_origins=settings.cors_origins,
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
# Routers
app.include_router(auth.router)
app.include_router(projects.router)
app.include_router(templates.router)
app.include_router(media.router)
app.include_router(ai.router)
app.include_router(export.router)
app.include_router(dashboard.router)
app.include_router(tasks.router)
app.include_router(admin.router)
@app.get("/health", tags=["Health"])
def health_check() -> dict:
"""Health check endpoint."""
return {"status": "ok", "service": "SegServer"}
# ---------------------------------------------------------------------------
# WebSocket: 实时进度推送
# ---------------------------------------------------------------------------
class ConnectionManager:
"""Manage WebSocket connections for progress broadcasting."""
def __init__(self):
self.active_connections: list[WebSocket] = []
async def connect(self, websocket: WebSocket):
await websocket.accept()
self.active_connections.append(websocket)
logger.info("WebSocket client connected. Total: %d", len(self.active_connections))
def disconnect(self, websocket: WebSocket):
if websocket in self.active_connections:
self.active_connections.remove(websocket)
logger.info("WebSocket client disconnected. Total: %d", len(self.active_connections))
async def broadcast(self, message: dict):
"""Broadcast a message to all connected clients."""
for connection in self.active_connections.copy():
try:
await connection.send_json(message)
except Exception as exc:
logger.warning("WebSocket send failed: %s", exc)
self.disconnect(connection)
manager = ConnectionManager()
async def _progress_pubsub_loop() -> None:
"""Forward Redis task-progress events to connected WebSocket clients."""
while True:
pubsub = None
try:
pubsub = get_redis_client().pubsub()
await asyncio.to_thread(pubsub.subscribe, PROGRESS_CHANNEL)
logger.info("Subscribed to Redis progress channel: %s", PROGRESS_CHANNEL)
while True:
message = await asyncio.to_thread(pubsub.get_message, True, 1.0)
if message is None:
await asyncio.sleep(0)
continue
raw_data = message.get("data")
payload = json.loads(raw_data) if isinstance(raw_data, str) else raw_data
if isinstance(payload, dict):
await manager.broadcast(payload)
except asyncio.CancelledError:
raise
except Exception as exc: # noqa: BLE001
logger.error("Redis progress subscription failed: %s", exc)
await asyncio.sleep(5)
finally:
if pubsub is not None:
with suppress(Exception):
await asyncio.to_thread(pubsub.close)
@app.websocket("/ws/progress")
async def websocket_progress(websocket: WebSocket):
"""WebSocket endpoint for real-time parsing/AI progress updates."""
await manager.connect(websocket)
try:
while True:
# Receive client messages (heartbeat / subscription requests)
data = await websocket.receive_text()
logger.debug("WebSocket received: %s", data)
# Echo heartbeat to keep connection alive
await websocket.send_json({
"type": "status",
"status": "connected",
"message": "Progress stream active",
"timestamp": datetime.now(timezone.utc).isoformat(),
})
except WebSocketDisconnect:
manager.disconnect(websocket)
except Exception as exc:
logger.error("WebSocket error: %s", exc)
manager.disconnect(websocket)