Tutorials/cuTile Python: Revert to a full ACH docker compose.

Author: brycelelbach

tutorials/cutile-python/brev/docker-compose.yml

@@ -1,17 +1,11 @@
-name: cutile-python-tutorial
+name: &tutorial-name cutile-python
 
 x-config:
   dockerfile: &dockerfile tutorials/cutile-python/brev/dockerfile
-  image: &image ghcr.io/nvidia/accelerated-python-tutorial:latest
+  image: &image ghcr.io/nvidia/cutile-python-tutorial:latest
   working-dir: &working-dir /accelerated-computing-hub/tutorials/cutile-python/notebooks
-
-services:
-  jupyter:
-    image: *image
-    build:
-      context: ../../..
-      dockerfile: *dockerfile
-    pull_policy: missing
+  default-jupyter-url: &default-jupyter-url
+  gpu-config: &gpu-config
     privileged: true
     ulimits:
       memlock: -1
@@ -24,8 +18,45 @@ services:
             - driver: nvidia
               count: all
               capabilities: [gpu]
-    ports:
-      - "0.0.0.0:8888:8888"
+  common-service: &common-service
+    pull_policy: missing
+    volumes:
+      - accelerated-computing-hub:/accelerated-computing-hub
+      - /var/run/docker.sock:/var/run/docker.sock
+    environment:
+      BREV_ENV_ID: ${BREV_ENV_ID:-}
+      ACH_TUTORIAL: *tutorial-name
+      ACH_RUN_TESTS: ${ACH_RUN_TESTS:-}
     user: root
     working_dir: *working-dir
+  persistent-service: &persistent-service
+    depends_on:
+      base:
+        condition: service_completed_successfully
     restart: unless-stopped
+
+services:
+  base:
+    <<: [*gpu-config, *common-service]
+    image: *image
+    entrypoint: ["/accelerated-computing-hub/brev/base-start.bash"]
+    build:
+      context: ../../..
+      dockerfile: *dockerfile
+    restart: "no"
+  jupyter:
+    <<: [*gpu-config, *common-service, *persistent-service]
+    image: *image
+    command: *default-jupyter-url
+    ports:
+      - "0.0.0.0:8888:8888" # JupyterLab
+  nsight:
+    <<: [*gpu-config, *common-service, *persistent-service]
+    image: nvcr.io/nvidia/devtools/nsight-streamer-nsys:2025.3.1
+    entrypoint: ["/accelerated-computing-hub/brev/nsight-start.bash"]
+    ports:
+      - "0.0.0.0:8080:8080" # HTTP
+      - "0.0.0.0:3478:3478" # TURN
+
+volumes:
+  accelerated-computing-hub: