feat(machine-learning)!: move machine learning to Python based image (#1774)

BREAKING CHANGES
* Users have to update the docker-compose file, machine-learning portion.
* Temporary dropping machine-learning support for Arm64 and Armv7

docker/docker-compose.dev.yml

@@ -30,18 +30,20 @@ services:
     build:
       context: ../machine-learning
       dockerfile: Dockerfile
-      target: builder
-    command: npm run start:dev
+    command: python main.py
+    ports:
+      - 3003:3003
     volumes:
-      - ../machine-learning:/usr/src/app
+      - ../machine-learning/src:/usr/src/app
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
-      - /usr/src/app/node_modules
+      - model-cache:/cache
     env_file:
       - .env
     environment:
       - NODE_ENV=development
     depends_on:
       - database
+    restart: always
 
   immich-microservices:
     container_name: immich_microservices
@@ -126,3 +128,4 @@ services:
 
 volumes:
   pgdata:
+  model-cache:

docker/docker-compose.staging.yml

@@ -1,95 +0,0 @@
-version: "3.8"
-
-services:
-  immich-server:
-    container_name: immich_server
-    image: altran1502/immich-server:staging
-    entrypoint: ["/bin/sh", "./start-server.sh"]
-    volumes:
-      - ${UPLOAD_LOCATION}:/usr/src/app/upload
-    env_file:
-      - .env
-    environment:
-      - NODE_ENV=production
-    depends_on:
-      - redis
-      - database
-    restart: always
-
-  immich-microservices:
-    container_name: immich_microservices
-    image: altran1502/immich-server:staging
-    entrypoint: ["/bin/sh", "./start-microservices.sh"]
-    volumes:
-      - ${UPLOAD_LOCATION}:/usr/src/app/upload
-    env_file:
-      - .env
-    environment:
-      - NODE_ENV=production
-    depends_on:
-      - redis
-      - database
-    restart: always
-
-  immich-machine-learning:
-    container_name: immich_machine_learning
-    image: altran1502/immich-machine-learning:staging
-    entrypoint: ["/bin/sh", "./entrypoint.sh"]
-    volumes:
-      - ${UPLOAD_LOCATION}:/usr/src/app/upload
-    env_file:
-      - .env
-    environment:
-      - NODE_ENV=production
-    depends_on:
-      - database
-    restart: always
-
-  immich-web:
-    container_name: immich_web
-    image: altran1502/immich-web:staging
-    entrypoint: ["/bin/sh", "./entrypoint.sh"]
-    env_file:
-      - .env
-    environment:
-      # Rename these values for svelte public interface
-      - PUBLIC_IMMICH_SERVER_URL=${IMMICH_SERVER_URL}
-      - PUBLIC_IMMICH_API_URL_EXTERNAL=${IMMICH_API_URL_EXTERNAL}
-    restart: always
-
-  redis:
-    container_name: immich_redis
-    image: redis:6.2
-    restart: always
-
-  database:
-    container_name: immich_postgres
-    image: postgres:14
-    env_file:
-      - .env
-    environment:
-      POSTGRES_PASSWORD: ${DB_PASSWORD}
-      POSTGRES_USER: ${DB_USERNAME}
-      POSTGRES_DB: ${DB_DATABASE_NAME}
-      PG_DATA: /var/lib/postgresql/data
-    volumes:
-      - pgdata:/var/lib/postgresql/data
-    restart: always
-
-  immich-proxy:
-    container_name: immich_proxy
-    image: altran1502/immich-proxy:staging
-    environment:
-      # Make sure these values get passed through from the env file
-      - IMMICH_SERVER_URL
-      - IMMICH_WEB_URL
-    ports:
-      - 2283:8080
-    logging:
-      driver: none
-    depends_on:
-      - immich-server
-    restart: always
-
-volumes:
-  pgdata:

docker/docker-compose.yml

@@ -4,7 +4,7 @@ services:
   immich-server:
     container_name: immich_server
     image: altran1502/immich-server:release
-    entrypoint: ["/bin/sh", "./start-server.sh"]
+    entrypoint: [ "/bin/sh", "./start-server.sh" ]
     volumes:
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
     env_file:
@@ -19,7 +19,7 @@ services:
   immich-microservices:
     container_name: immich_microservices
     image: altran1502/immich-server:release
-    entrypoint: ["/bin/sh", "./start-microservices.sh"]
+    entrypoint: [ "/bin/sh", "./start-microservices.sh" ]
     volumes:
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
     env_file:
@@ -34,9 +34,10 @@ services:
   immich-machine-learning:
     container_name: immich_machine_learning
     image: altran1502/immich-machine-learning:release
-    entrypoint: ["/bin/sh", "./entrypoint.sh"]
+    command: [ "python", "src/main.py" ]
     volumes:
       - ${UPLOAD_LOCATION}:/usr/src/app/upload
+      - model-cache:/cache
     env_file:
       - .env
     environment:
@@ -48,7 +49,7 @@ services:
   immich-web:
     container_name: immich_web
     image: altran1502/immich-web:release
-    entrypoint: ["/bin/sh", "./entrypoint.sh"]
+    entrypoint: [ "/bin/sh", "./entrypoint.sh" ]
     env_file:
       - .env
     restart: always
@@ -89,3 +90,4 @@ services:
 
 volumes:
   pgdata:
+  model-cache: