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import os
import chromadb
from fastapi import FastAPI, Request, Form, File, UploadFile, Depends
from fastapi.middleware.cors import CORSMiddleware
from fastapi.staticfiles import StaticFiles
from fastapi.responses import FileResponse, HTMLResponse, RedirectResponse
from fastapi.templating import Jinja2Templates
from .admin import admin_functions as admin
from .utils.db import UserFaceEmbeddingFunction,ChromaDBFaceHelper
from .api import userlogin, userlogout, userchat, userupload
from .utils.db import tinydb_helper, ChromaDBFaceHelper
CHROMADB_LOC = "/home/user/data/chromadb"
app = FastAPI()
# Add middleware
# Set all origins to wildcard for simplicity, but we should limit this in production
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
# Persitent storage for chromadb setup in /data volume
ec_client = chromadb.PersistentClient(CHROMADB_LOC)
# The following collection reference is needed for admin function to register face
user_faces_db = ec_client.get_or_create_collection(name="user_faces_db", embedding_function=UserFaceEmbeddingFunction())
@app.on_event("startup")
async def startup_event():
global chromadb_face_helper
# Assuming chromadb persistent store client for APIs is in helper
db_path = CHROMADB_LOC
chromadb_face_helper = ChromaDBFaceHelper(db_path) # Used by APIs
# Perform any other startup tasks here
print(f"MODEL_PATH in main.py = {os.getenv('MODEL_PATH')} ")
# Mount static files
app.mount("/static", StaticFiles(directory="static"), name="static")
# Setup Jinja2Templates to point to the templates directory
templates = Jinja2Templates(directory="app/admin/templates")
@app.get("/")
async def get_admin_login(request: Request):
return templates.TemplateResponse("admin_login.html", {"request": request})
# Admin Login Handler
@app.post("/admin/login", response_class=HTMLResponse)
async def handle_admin_login(request: Request, username: str = Form(...), password: str = Form(...)):
if admin.verify_admin_password(username, password):
# Redirect to user registration page upon successful login
return RedirectResponse(url="/admin/register_user", status_code=303)
else:
# Reload login page with error message
return templates.TemplateResponse("admin_login.html", {"request": request, "error": "Invalid password"})
# To display the register user page
@app.get("/admin/register_user", response_class=HTMLResponse)
async def get_user_registration(request: Request):
# Render the registration form
return templates.TemplateResponse("user_registration.html", {"request": request})
# User Registration Handler
@app.post("/admin/register_user", response_class=HTMLResponse)
async def handle_user_registration(request: Request, email: str = Form(...), name: str = Form(...), role: str = Form(...), file: UploadFile = File(...)):
user_id = await admin.register_user(user_faces_db, email, name, role, file)
if user_id:
# Redirect or display a success message
return templates.TemplateResponse("registration_success.html", {"request": request})
else:
# Reload registration page with error message
return templates.TemplateResponse("user_registration.html", {"request": request, "error": "Registration failed"})
app.include_router(userlogin.router)
app.include_router(userlogout.router)
app.include_router(userchat.router)
app.include_router(userupload.router)
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