pipeline add

Dockerfile

@@ -3,9 +3,11 @@ FROM python:3.9
 WORKDIR /code
 
 COPY ./requirements.txt /code/requirements.txt
+COPY pipeline.pkl /code/pipeline.pkl
 
 RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
 COPY . .
 
-CMD ["sepsis", "serve", "--address", "0.0.0.0", "--port", "7860" , "--allow-websocket-origin" , "Henok21-Sepsis-Prediction-in-Docker.hf.space"]
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
+

app.py

@@ -13,7 +13,7 @@ import warnings
 warnings.filterwarnings('ignore')
 
 # Pieline loading
-with open("..\\notebook\\pipeline.pkl", "rb") as f:
+with open("pipeline.pkl", "rb") as f:
     pipe = pickle.load(f) 
 
 app = FastAPI( title = "The classification API for predicting Sepsis positve / negative") # instantiating fastAPI object

pipeline.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67dd7003a0de64f7dcd9e1a2d74e220250bc2170d643979057b8905652cda801
+size 233590