Switch back to 8000 since huggingface doesn't allow 80

Dockerfile

@@ -31,5 +31,5 @@ ENV PATH="/venv/bin:$PATH"
 ENV TRANSFORMERS_CACHE=/coma-fixer/.cache
 COPY --from=base /coma-fixer/.cache /coma-fixer/.cache
 
-EXPOSE 80
-CMD uvicorn "app:app" --port 80 --host "0.0.0.0"
+EXPOSE 8000
+CMD uvicorn "app:app" --port 8000 --host "0.0.0.0"

README.md

@@ -18,7 +18,10 @@ app_port: 8000
 
 `git push hub` to deploy to huggingface hub, after adding a remote
 
-Reported token classification F1 scores on commas for different languages:
+Multi-stage build brings down the size from 9GB+ to around 7GB. 
+Less not possible most likely, due to the size of torch and models.
+
+Reported token classification F1 scores on commas for different languages, on a political speeches' dataset:
 
 | English | German | French | Italian |
 |---------|--------|--------|---------|

docker-compose.yml

@@ -1,32 +1,13 @@
 version: '3.1'
 
 services:
-#  nginx:
-#    image: nginx:latest
-#    container_name: nginx
-#    volumes:
-#      - ./:/comma-fixer
-#      - ./nginx.conf:/etc/nginx/conf.d/default.conf
-#    ports:
-#      - 8001:80
-#    networks:
-#      - my-network
-#    depends_on:
-#      - flask
   comma-fixer:
     build:
       context: ./
       dockerfile: Dockerfile
     container_name: comma-fixer
-    command: uvicorn --host 0.0.0.0 --port 80 "app:app" --reload
+    command: uvicorn --host 0.0.0.0 --port 8000 "app:app" --reload
     ports:
-      - "8000:80"
+      - "8000:8000"
     volumes:
       - .:/comma-fixer
-#    networks:
-#      my-network:
-#        aliases:
-#          - comma-fixer
-#
-#networks:
-#  my-network:

nginx.conf

@@ -1,15 +0,0 @@
-upstream flask-app {
-    server flask:8000;
-}
-
-server {
-    listen 80;
-    server_name localhost;
-
-    location / {
-        proxy_pass http://flask-app;
-        proxy_set_header Host "localhost";
-        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-        proxy_redirect off;
-    }
-}