CODEWITHSUNDEEP
network-programmingdocker-composetraefikcvatfiftyone
tvoirand
tvoirand

Reputation: 438

Communication between FiftyOne and CVAT containers using Traefik and HTTP on port 8080

I am setting up CVAT and FiftyOne on a server, and I am having trouble with the communication between both applications.

I followed CVAT self-hosted installation instructions to setup CVAT. This includes several containers among which cvat_server and traefik as well as a cvat_cvat network, all defined in the docker-compose.yml file of cvat source code. I defined 127.0.0.1 as host for CVAT prior to launching the containers, with export CVAT_HOST=127.0.0.1. The port for CVAT server is 8080.

I have written another docker-compose.yml file to define my FiftyOne container, based on the example at the end of the page for the FiftyOne Docker image. In this file, I linked the FiftyOne container with the cvat_cvat network. I also included Traefik labels. The contents of FiftyOne's docker-compose.yml file are:

version: '3.8'
services:
  fiftyone:
    command: ['python', '/usr/local/lib/python/dist-packages/fiftyone/server/main.py', '--port', '5151']
    environment:
      FIFTYONE_DEFAULT_APP_ADDRESS: 0.0.0.0
    image: voxel51/fiftyone:latest
    ports:
      - 5151:5151
    volumes:
      - type: bind
        source: /path/to/fiftyon/shared
        target: /fiftyone
    networks:
      - cvat_cvat
    labels:
      - traefik.enable=true
      - traefik.http.services.fiftyone.loadbalancer.server.port=5151
      - traefik.http.routers.fiftyone.rule=Host(`${CVAT_HOST:-localhost}`)
      - traefik.http.routers.fiftyone.entrypoints=web
networks:
  cvat_cvat:
    external: true

I am having trouble sending annotations requests from the FiftyOne container the CVAT server container. From the host machine, I can curl the CVAT server: curl http://127.0.0.1:8080. But from within the FiftyOne container, the same curl command fails (returns Failed to connect to 127.0.0.1 port 8080: Connection refused).

How can I configure my containers to allow HTTP traffic on port 8080 from the FiftyOne to the CVAT container?

For information, I managed to allow communication by setting the FiftyOne container in host network mode (i.e. by adding network_mode: "host" in the FiftyOne docker-compose.yml file). But I would like to use Traefik for this issue because, if I understand correctly: 1/ Traefik is already setup by CVAT self-hosted installation and is designed to handle such issues, 2/ the host network mode solution removes the purpose of container isolation.

Upvotes: -1

Views: 500

Answers (2)

tvoirand
tvoirand

Reputation: 438

My issue was caused by the address I used to communicate from the FiftyOne container to the CVAT container. 127.0.0.1 (localhost) within a container is always the container's localhost, and not the host's. Containers on the same network are discoverable by their service's name (as described in the docs). So my case is solved when using curl http://cvat_server:8080 from within the FiftyOne container.

As a side note, I now understand that Traefik handles communication from the outside world to my infrastructure, and not communication within my infrastructure (answers point 1/ in last paragraph of my question).

Upvotes: 0

Jacob
Jacob

Reputation: 111

I've never used Traefik for managing this kind of communication — FastAPI has worked for me pretty well in the past.

If you're set on using Traefik, then here are a few debugging tips that may help:

  • ensure Traefik is running as expected, and that both containers are connected to the network
  • use container names directly rather than env vars
  • check firewall settings, and make sure that requests are being forwarded as expected.

All of that said, I personally prefer using FastAPI if you need to run separate containers. Hope that helps!

Upvotes: 0

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