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import asyncio
import logging
import mimetypes
import os
import threading
# Windows registry often maps .js to text/plain — fix it
mimetypes.add_type("application/javascript", ".js")
mimetypes.add_type("text/css", ".css")
from fastapi import FastAPI
from fastapi.responses import FileResponse, HTMLResponse, Response
from fastapi.staticfiles import StaticFiles
from sse_starlette.sse import EventSourceResponse
logger = logging.getLogger(__name__)
FRONTEND_DIST = os.path.join(os.path.dirname(__file__), "frontend", "dist")
def create_app(run_dir: str) -> FastAPI:
app = FastAPI(title="Training Dashboard")
dashboard_dir = os.path.join(run_dir, "dashboard")
sample_dir = os.path.join(run_dir, "sample")
# -- data endpoints --
@app.get("/data/metrics.parquet")
async def get_metrics():
path = os.path.join(dashboard_dir, "metrics.parquet")
if not os.path.exists(path):
return Response(status_code=204)
return FileResponse(path, media_type="application/octet-stream")
@app.get("/data/status.json")
async def get_status():
path = os.path.join(dashboard_dir, "status.json")
if not os.path.exists(path):
return Response(status_code=204)
return FileResponse(path, media_type="application/json")
@app.get("/data/events.json")
async def get_events():
path = os.path.join(dashboard_dir, "events.json")
if not os.path.exists(path):
return Response(status_code=204)
return FileResponse(path, media_type="application/json")
# -- SSE --
@app.get("/sse")
async def sse_stream():
metrics_path = os.path.join(dashboard_dir, "metrics.parquet")
async def event_generator():
last_mtime = 0.0
while True:
await asyncio.sleep(2)
try:
mtime = os.path.getmtime(metrics_path) if os.path.exists(metrics_path) else 0.0
except OSError:
mtime = 0.0
if mtime > last_mtime:
last_mtime = mtime
yield {"event": "update", "data": f'{{"mtime": {mtime}}}'}
return EventSourceResponse(event_generator())
# -- samples static files --
if os.path.isdir(sample_dir):
app.mount("/data/samples", StaticFiles(directory=sample_dir), name="samples")
else:
# Create the dir so the mount doesn't fail; samples will appear later
os.makedirs(sample_dir, exist_ok=True)
app.mount("/data/samples", StaticFiles(directory=sample_dir), name="samples")
# -- SvelteKit frontend (must be last - catches all other routes) --
if os.path.isdir(FRONTEND_DIST):
# Serve index.html for SPA routing
@app.get("/{full_path:path}")
async def serve_frontend(full_path: str):
file_path = os.path.join(FRONTEND_DIST, full_path)
if full_path and os.path.isfile(file_path):
return FileResponse(file_path)
return FileResponse(os.path.join(FRONTEND_DIST, "index.html"))
else:
@app.get("/")
async def no_frontend():
return HTMLResponse(
"<h2>Training Dashboard</h2>"
"<p>Frontend not built. Run <code>npm run build</code> in <code>gui_dashboard/frontend/</code></p>"
"<p>API available at <code>/data/metrics.parquet</code>, <code>/data/status.json</code>, <code>/data/events.json</code></p>"
)
return app
def start_server(run_dir: str, host: str = "0.0.0.0", port: int = 7860):
import uvicorn
app = create_app(run_dir)
def _run():
uvicorn.run(app, host=host, port=port, log_level="warning")
t = threading.Thread(target=_run, daemon=True, name="dashboard-server")
t.start()
logger.info(f"Training dashboard started at http://{host}:{port}")
return t