Added try/except to catch main.py errors"
Browse files- app/main.py +25 -23
app/main.py
CHANGED
|
@@ -1,5 +1,7 @@
|
|
| 1 |
from fastapi import FastAPI, File, UploadFile
|
| 2 |
from fastapi.middleware.cors import CORSMiddleware
|
|
|
|
|
|
|
| 3 |
from contextlib import asynccontextmanager
|
| 4 |
from PIL import Image
|
| 5 |
import io
|
|
@@ -50,29 +52,29 @@ def health():
|
|
| 50 |
|
| 51 |
@app.post("/predict", response_model=CardResponse)
|
| 52 |
async def predict(file: UploadFile = File(...)):
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
|
| 62 |
-
|
| 63 |
-
|
| 64 |
-
|
| 65 |
-
|
| 66 |
-
|
| 67 |
-
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
|
| 77 |
|
| 78 |
import uvicorn
|
|
|
|
| 1 |
from fastapi import FastAPI, File, UploadFile
|
| 2 |
from fastapi.middleware.cors import CORSMiddleware
|
| 3 |
+
from fastapi.responses import JSONResponse
|
| 4 |
+
|
| 5 |
from contextlib import asynccontextmanager
|
| 6 |
from PIL import Image
|
| 7 |
import io
|
|
|
|
| 52 |
|
| 53 |
@app.post("/predict", response_model=CardResponse)
|
| 54 |
async def predict(file: UploadFile = File(...)):
|
| 55 |
+
try:
|
| 56 |
+
image_bytes = await file.read()
|
| 57 |
+
image = Image.open(io.BytesIO(image_bytes)).convert("RGB")
|
| 58 |
+
|
| 59 |
+
embedding = app.state.embedding_service.embed(image)
|
| 60 |
+
similar_cards = app.state.similarity_service.search(embedding, top_k=5)
|
| 61 |
+
|
| 62 |
+
ocr_data = app.state.ocr_service.extract(image)
|
| 63 |
+
|
| 64 |
+
if similar_cards and similar_cards[0]["score"] > 0.99:
|
| 65 |
+
top_match = similar_cards[0]
|
| 66 |
+
ocr_data["name"] = ocr_data["name"] or top_match["name"]
|
| 67 |
+
ocr_data["types"] = ocr_data["types"] or top_match["types"]
|
| 68 |
+
|
| 69 |
+
return CardResponse(
|
| 70 |
+
name=ocr_data.get("name"),
|
| 71 |
+
hp=ocr_data.get("hp"),
|
| 72 |
+
types=ocr_data.get("types"),
|
| 73 |
+
moves=ocr_data.get("moves"),
|
| 74 |
+
similar_cards=similar_cards
|
| 75 |
+
)
|
| 76 |
+
except Exception as e:
|
| 77 |
+
return JSONResponse(status_code=500, content={"error": str(e)})
|
| 78 |
|
| 79 |
|
| 80 |
import uvicorn
|