app.py

import os
import sys
import io
import uuid
import subprocess
from fastapi import FastAPI, UploadFile, File, HTTPException
from fastapi.responses import FileResponse
from fastapi.middleware.cors import CORSMiddleware
from PIL import Image

# Add the cloned repository to the system path so Python can locate the modules
sys.path.append("/app/Hunyuan3D-2")

from hy3dgen.shapegen import Hunyuan3DDiTFlowMatchingPipeline
from hy3dgen.texgen import Hunyuan3DPaintPipeline

app = FastAPI(title="Hunyuan3D-2 Multi-View Textured API")

# Add CORS so your HTML file can communicate with the API
app.add_middleware(
    CORSMiddleware,
    allow_origins=["*"], 
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)

shape_pipeline = None
paint_pipeline = None
OUTPUT_DIR = "/app/outputs"

def start_tmate():
    """Starts a tmate session in the background and prints the SSH command."""
    print("Starting tmate for SSH access...")
    try:
        subprocess.run(["tmate", "-S", "/tmp/tmate.sock", "new-session", "-d"], check=True)
        subprocess.run(["tmate", "-S", "/tmp/tmate.sock", "wait", "tmate-ready"], check=True)
        result = subprocess.run(
            ["tmate", "-S", "/tmp/tmate.sock", "display", "-p", "#{tmate_ssh}"], 
            capture_output=True, text=True, check=True
        )
        ssh_command = result.stdout.strip()
        print("\n" + "="*60)
        print("🚀 TMATE SSH CONNECTION STRING READY 🚀")
        print(f"Run this command in your local terminal:\n\n{ssh_command}")
        print("="*60 + "\n")
    except Exception as e:
        print(f"Failed to start tmate: {e}")

@app.on_event("startup")
async def startup_event():
    """Runs on server startup to initialize tmate and load models."""
    start_tmate()
    
    global shape_pipeline, paint_pipeline
    print("Loading Hunyuan3D-2 Shape and Paint models...")
    try:
        shape_pipeline = Hunyuan3DDiTFlowMatchingPipeline.from_pretrained(
            'tencent/Hunyuan3D-2mv', 
            subfolder='hunyuan3d-dit-v2-mv',
            device='cuda'
        )
        paint_pipeline = Hunyuan3DPaintPipeline.from_pretrained(
            'tencent/Hunyuan3D-2',
            device='cuda'
        )
        print("Both models loaded successfully.")
    except Exception as e:
        print(f"Error loading models: {e}")

@app.post("/generate-3d")
async def generate_3d_model(
    front: UploadFile = File(...),
    back: UploadFile = File(...),
    left: UploadFile = File(...),
    right: UploadFile = File(...)
):
    """
    Endpoint that accepts 4 structural views, generates the shape, 
    paints the texture, and returns a colored .glb 3D file.
    """
    if shape_pipeline is None or paint_pipeline is None:
        raise HTTPException(status_code=503, detail="Models are still loading or failed to load.")

    try:
        def read_image(file: UploadFile):
            contents = file.file.read()
            return Image.open(io.BytesIO(contents)).convert("RGB")

        images_dict = {
            "front": read_image(front),
            "back": read_image(back),
            "left": read_image(left),
            "right": read_image(right)
        }

        job_id = str(uuid.uuid4())
        output_path = os.path.join(OUTPUT_DIR, f"{job_id}.glb")

        print("Generating shape geometry...")
        mesh = shape_pipeline(image=images_dict)[0]
        
        print("Applying textures...")
        mesh_with_texture = paint_pipeline(mesh, image=images_dict["front"])

        mesh_with_texture.export(output_path)

        return FileResponse(
            path=output_path, 
            media_type="model/gltf-binary", 
            filename=f"{job_id}.glb"
        )

    except Exception as e:
        raise HTTPException(status_code=500, detail=f"Generation failed: {str(e)}")