Update app.py
Browse files
app.py
CHANGED
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@@ -45,8 +45,11 @@ hf_client = InferenceClient(token=HF_TOKEN)
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# ---------------------------------------------------------------------
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# MongoDB setup
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# ---------------------------------------------------------------------
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MONGODB_URI =
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mongo = MongoClient(MONGODB_URI)
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db = mongo[DB_NAME]
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@@ -69,7 +72,7 @@ app.add_middleware(
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# Auth dependency
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# ---------------------------------------------------------------------
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async def verify_firebase_token(request: Request):
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"""
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auth_header = request.headers.get("Authorization")
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if not auth_header or not auth_header.startswith("Bearer "):
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raise HTTPException(status_code=401, detail="Missing or invalid Authorization header")
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@@ -96,8 +99,11 @@ class HealthResponse(BaseModel):
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@app.get("/health", response_model=HealthResponse)
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def health():
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"""Public health check"""
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@app.post("/generate")
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@@ -108,70 +114,77 @@ async def generate(
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user=Depends(verify_firebase_token)
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):
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"""Generate edited image using HF Inference (secured by Firebase Auth) and log only response time."""
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start_time = datetime.utcnow() # Start
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try:
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img1_bytes = await image1.read()
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pil_img1 = Image.open(io.BytesIO(img1_bytes)).convert("RGB")
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except Exception as e:
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raise HTTPException(status_code=400, detail=f"Failed to read first image: {e}")
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try:
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img2_bytes = await image2.read()
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pil_img2 = Image.open(io.BytesIO(img2_bytes)).convert("RGB")
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except Exception as e:
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raise HTTPException(status_code=400, detail=f"Failed to read second image: {e}")
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if pil_img2:
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total_width = pil_img1.width + pil_img2.width
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max_height = max(pil_img1.height, pil_img2.height)
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combined_img = Image.new("RGB", (total_width, max_height))
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combined_img.paste(pil_img1, (0, 0))
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combined_img.paste(pil_img2, (pil_img1.width, 0))
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else:
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combined_img = pil_img1
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pil_output = hf_client.image_to_image(
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image=combined_img,
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prompt=prompt,
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model="Qwen/Qwen-Image-Edit"
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)
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out_buf = io.BytesIO()
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pil_output.save(out_buf, format="PNG")
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out_bytes = out_buf.getvalue()
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except Exception as e:
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traceback.print_exc()
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raise HTTPException(status_code=500, detail=f"Inference failed: {e}")
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out_id = fs.put(
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out_bytes,
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filename=f"result_{datetime.utcnow().timestamp()}.png",
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contentType="image/png",
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role="output",
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user_email=user.get("email"),
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)
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@app.get("/image/{image_id}")
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@@ -196,7 +209,6 @@ def get_image(image_id: str, download: Optional[bool] = False):
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headers=headers
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)
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# ---------------------------------------------------------------------
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# Run locally
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# ---------------------------------------------------------------------
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# ---------------------------------------------------------------------
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# MongoDB setup
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# ---------------------------------------------------------------------
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MONGODB_URI = os.getenv("MONGODB_URI")
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if not MONGODB_URI:
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raise RuntimeError("MONGODB_URI not set in environment variables")
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DB_NAME = os.getenv("DB_NAME", "polaroid_db")
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mongo = MongoClient(MONGODB_URI)
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db = mongo[DB_NAME]
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# Auth dependency
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# ---------------------------------------------------------------------
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async def verify_firebase_token(request: Request):
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"""Verify Firebase JWT from Authorization header"""
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auth_header = request.headers.get("Authorization")
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if not auth_header or not auth_header.startswith("Bearer "):
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raise HTTPException(status_code=401, detail="Missing or invalid Authorization header")
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@app.get("/health", response_model=HealthResponse)
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def health():
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"""Public health check"""
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try:
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mongo.admin.command("ping")
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return HealthResponse(status="ok", db=db.name, model="Qwen/Qwen-Image-Edit")
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except Exception as e:
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raise HTTPException(status_code=500, detail=f"DB ping failed: {e}")
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@app.post("/generate")
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user=Depends(verify_firebase_token)
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):
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"""Generate edited image using HF Inference (secured by Firebase Auth) and log only response time."""
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start_time = datetime.utcnow() # Start timer
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try:
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# Read first image
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img1_bytes = await image1.read()
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pil_img1 = Image.open(io.BytesIO(img1_bytes)).convert("RGB")
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pil_img2 = None
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img2_bytes = None
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if image2:
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img2_bytes = await image2.read()
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pil_img2 = Image.open(io.BytesIO(img2_bytes)).convert("RGB")
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# Combine images if two provided
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if pil_img2:
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total_width = pil_img1.width + pil_img2.width
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max_height = max(pil_img1.height, pil_img2.height)
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combined_img = Image.new("RGB", (total_width, max_height))
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combined_img.paste(pil_img1, (0, 0))
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combined_img.paste(pil_img2, (pil_img1.width, 0))
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else:
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combined_img = pil_img1
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# Run HF inference
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pil_output = hf_client.image_to_image(
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image=combined_img,
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prompt=prompt,
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model="Qwen/Qwen-Image-Edit"
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)
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out_buf = io.BytesIO()
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pil_output.save(out_buf, format="PNG")
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out_bytes = out_buf.getvalue()
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# Save output to GridFS
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out_id = fs.put(
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out_bytes,
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filename=f"result_{datetime.utcnow().timestamp()}.png",
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contentType="image/png",
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user_email=user.get("email"),
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)
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# Calculate response time
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end_time = datetime.utcnow()
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response_time_ms = (end_time - start_time).total_seconds() * 1000
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# Log response time only
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try:
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logs_collection.insert_one({
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"timestamp": end_time,
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"user": user.get("email"),
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"response_time_ms": response_time_ms
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})
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except Exception as e:
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print("⚠️ Failed to log response time:", e)
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return JSONResponse({"output_image_id": str(out_id), "user": user.get("email")})
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except Exception as e:
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traceback.print_exc()
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end_time = datetime.utcnow()
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response_time_ms = (end_time - start_time).total_seconds() * 1000
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try:
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logs_collection.insert_one({
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"timestamp": end_time,
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"user": user.get("email") if user else "unknown",
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"response_time_ms": response_time_ms
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})
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except Exception:
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pass
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raise HTTPException(status_code=500, detail=f"Processing failed: {e}")
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@app.get("/image/{image_id}")
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headers=headers
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)
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# ---------------------------------------------------------------------
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# Run locally
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# ---------------------------------------------------------------------
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