fix ports, host

Dockerfile

@@ -49,6 +49,6 @@ RUN apt-get update && apt-get install -y curl
 COPY --from=build /dist/*.whl /package/.
 RUN pip install *.whl
 
-EXPOSE 80
+EXPOSE 8000
 
 USER python

docker-compose.yml

@@ -0,0 +1,12 @@
+version: '3'
+
+services:
+  fastapi:
+    image: ml_pipelines:latest
+    ports:
+      - "8000:8000"
+    command: ["/bin/bash", "-c", "python -m ml_pipelines serve_local"]
+    env_file:
+      - .env
+    volumes:
+      - /path/to/data:/package/data

ml_pipelines/deployment/aws/serve.py

@@ -50,7 +50,7 @@ def main(
         load_data=False,
     )
 
-    uvicorn_kwargs: dict = {"port": 80}
+    uvicorn_kwargs: dict = {"host": "0.0.0.0", "reload": False, "debug": False}
     run_serve(  # noqa: PLR0913
         train_version=train_version,
         get_train_artifacts_func=get_train_artifacts_func,

ml_pipelines/deployment/local/serve.py

@@ -51,7 +51,7 @@ def main(
         load_data=False,
     )
 
-    uvicorn_kwargs: dict = {}
+    uvicorn_kwargs: dict = {"host": "0.0.0.0", "reload": False, "debug": False}
     run_serve(  # noqa: PLR0913
         train_version=train_version,
         get_train_artifacts_func=get_train_artifacts_func,