StressDetect / app.py
Ace-119's picture
modification: minor changes
570a76f
#!/usr/bin/env python3
"""
app.py (HuggingFace Spaces entry point)
=========================================
Boots the FastAPI backend in a background thread, then hands control
to the Streamlit UI β€” both run inside a single Spaces process.
HuggingFace Spaces runs one process and exposes port 7860.
Streamlit listens on 7860; FastAPI listens on 8000 (internal only).
The Streamlit UI talks to FastAPI at http://localhost:8000.
Usage (locally)
---------------
streamlit run app.py --server.port 7860
Usage (Spaces) β€” Spaces calls `streamlit run app.py` automatically
when SDK: streamlit is set in README.md.
"""
from __future__ import annotations
import os
import sys
import threading
import time
# ── Point the UI at the in-process FastAPI ──
os.environ.setdefault("API_URL", "http://localhost:8000")
# ── Download model checkpoint if not present ──
_CHECKPOINT = os.path.join(os.path.dirname(__file__), "checkpoints", "model.pt")
if not os.path.isfile(_CHECKPOINT):
print("[startup] Checkpoint not found β€” downloading from HuggingFace Hub …")
import subprocess
subprocess.run(
[sys.executable, "scripts/download_model.py"],
check=False,
)
def _run_fastapi() -> None:
"""Start uvicorn in a daemon thread."""
import uvicorn
uvicorn.run(
"api.main:app",
host="0.0.0.0",
port=8000,
log_level="warning",
)
# Start FastAPI in the background
_api_thread = threading.Thread(target=_run_fastapi, daemon=True)
_api_thread.start()
# Give FastAPI a moment to bind before Streamlit starts hitting /health
time.sleep(3)
# ── Hand off to the Streamlit UI ──
# Streamlit's entry point is ui/app.py β€” we import and call main() directly
# so Spaces only needs to run `streamlit run app.py`.
sys.path.insert(0, os.path.dirname(__file__))
from ui.app import main # noqa: E402
main()