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Answered
Hi, I Try To Run Locally

Hi, I try to run locally clearml-server and clearml-serving to create inference endpoint that utilize Triton server. So far I had port issues so I changed clearml-serving-inference outbound port to 9090. But after that I get the following issue:

clearml-serving-triton        | Retrying (Retry(total=237, connect=237, read=240, redirect=240, status=240)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f02a2602250>: Failed to establish a new connection: [Errno 111] Connection refused')': /auth.login

Is there any best practices for running both services locally? What kind of configuration I suppose to do?
I already tried to set ~/clearml.conf with access_key and provide it in example.env but it didn't help. Maybe Ido something wrong with host:port configurations. Thanks!

  
  
Posted 3 years ago
Votes Newest

Answers 60


yeah, ok
but it didn't

  
  
Posted 3 years ago

same thing

clearml-serving-inference     | Retrying (Retry(total=236, connect=236, read=240, redirect=240, status=240)) after connection broken by 'NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f899dc4e8b0>: Failed to establish a new connection: [Errno 111] Connection refused')': /auth.login
  
  
Posted 3 years ago

I changed port here:

clearml-serving-inference:
    image: allegroai/clearml-serving-inference:latest
    container_name: clearml-serving-inference
    restart: unless-stopped
    ports:
      - "9090:8080"
  
  
Posted 3 years ago

Yep this is fine

  
  
Posted 3 years ago

What are you getting with:

curl http://<ip>:8008/auth.login
  
  
Posted 3 years ago

do I need to change anything else?

  
  
Posted 3 years ago

you are right, for some reason it doesn't resolve inside a container

root@dd0252a8f93e:~/clearml# curl 

curl: (7) Failed to connect to localhost port 8008: Connection refused
root@dd0252a8f93e:~/clearml# curl 

curl: (7) Failed to connect to 127.0.0.1 port 8008: Connection refused
root@dd0252a8f93e:~/clearml# 
  
  
Posted 3 years ago

Ignore the quotes I've tried with quotes itself first

  
  
Posted 3 years ago

It throws the same error

  
  
Posted 3 years ago

I haven't followed it so closely, but let me check

  
  
Posted 3 years ago

Hi @<1523706266315132928:profile|DefiantHippopotamus88>
The idea is that clearml-server acts as a control plane and can sit on a different machine, obviously you can run both on the same machine for testing. Specifically it looks like the clearml-sering is not configured correctly as the error points to issue with initial handshake/login between the triton containers and the clearml-server. How did you configure the clearml-serving docker compose?

  
  
Posted 3 years ago

It should also work with host IP and two docker compose files.
I'm not sure where to push a for a unified docker compose?

  
  
Posted 3 years ago

Now when i docker compose again

  
  
Posted 3 years ago

yeah, I tried the following
None
but haven't managed yet to make it work

  
  
Posted 3 years ago

my clearml.conf

api { 
    web_server: 

    api_server: 

    files_server: 

    # test 3
    credentials {
        "access_key" = "91SFEX4BYUQ9YCZ9V6WP"
        "secret_key" = "4WTXT7tAW3R6tnSi8hzSKNjgkmgUoyv22lYT2FIzIfLoeGERRO"
    }
}
  
  
Posted 3 years ago

Did you get the same as well?

  
  
Posted 3 years ago

like None ?

  
  
Posted 3 years ago

can you share your log items?

  
  
Posted 3 years ago

the way above works for me

  
  
Posted 3 years ago

does it work for you?

  
  
Posted 3 years ago

maybe I'm missing something with credentials?

  
  
Posted 3 years ago

I tried that, it didn't work. I was confused by the separate port parameter:

CLEARML_SERVING_PORT: ${CLEARML_SERVING_PORT:-8080}

which is only one port related in docker-compose-triton.yml
Can I test /auth.login somehow independently? Using curl or any other way. Which address does it suppose to have and which creds should I use?

  
  
Posted 3 years ago

server

  
  
Posted 3 years ago

I should not edit anything in clearml.conf right?

  
  
Posted 3 years ago

Nope seems like a docker-compose issue

  
  
Posted 3 years ago

I'm on Ubuntu

  
  
Posted 3 years ago

serving

  
  
Posted 3 years ago

doesn't work anyway

  
  
Posted 3 years ago

I can make a PR if it works

  
  
Posted 3 years ago

So edited ik accordance with yours

  
  
Posted 3 years ago