Create serve.py
Browse files
serve.py
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import json, os
|
| 2 |
+
from fastapi import FastAPI, Request
|
| 3 |
+
from handler import EndpointHandler
|
| 4 |
+
|
| 5 |
+
app = FastAPI()
|
| 6 |
+
_handler = EndpointHandler(path=os.environ.get("MODEL_DIR", "/repository"))
|
| 7 |
+
|
| 8 |
+
@app.get("/health")
|
| 9 |
+
def health():
|
| 10 |
+
return {"status": "ok"}
|
| 11 |
+
|
| 12 |
+
@app.post("/")
|
| 13 |
+
async def predict(request: Request):
|
| 14 |
+
content_type = request.headers.get("content-type", "")
|
| 15 |
+
if "application/json" in content_type:
|
| 16 |
+
data = await request.json()
|
| 17 |
+
else:
|
| 18 |
+
body = await request.body()
|
| 19 |
+
params = json.loads(request.headers.get("x-parameters", "{}"))
|
| 20 |
+
data = {"inputs": body, "parameters": params}
|
| 21 |
+
return _handler(data)
|