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When Using Something Like Pdf2Image Which Requires Poppler (Which Can Be Installed With Conda), How Can I Ensure That The Task Can Run On An Agent Correctly? As Of Now It Doesn’T Know About Poppler

When using something like pdf2image which requires poppler (which can be installed with conda), how can I ensure that the task can run on an agent correctly? As of now it doesn’t know about poppler

https://github.com/Belval/pdf2image

  
  
Posted 2 years ago
Votes Newest

Answers 12


I am not running in Docker mode

  
  
Posted 2 years ago

In the docker bash startup script
apt-get install poppler-utils

  
  
Posted 2 years ago

All right, that’s the only way? 🙂

  
  
Posted 2 years ago

I guess this is a advantage with docker mode. Will try that out as well sometime.

  
  
Posted 2 years ago

Hi JealousParrot68
spinning the clearml-agent with docker support (i.e. each experiment is running inside its own container):
https://clear.ml/docs/latest/docs/clearml_agent#docker-mode
Basically you can specify a default docker to use (per agent) and a specific docker container to use per Task (configured in the UI under execution at the bottom)

  
  
Posted 2 years ago

Is there a good reference to get started with k8s glue?

  
  
Posted 2 years ago

Would that mean if you are running 2-3 clearml agents for 2-3 projects that their environment has to be such that they could run each of the 3 projects (each having different requirements)?

What is the pattern to start an agent within the project specific docker container based on the task? Would that be handled via the service queue? Or can you already configure that on a task level providing a docker file?

  
  
Posted 2 years ago

Basic question - i am running clearml agent in a ubuntu ec2 machine. Does it use docker by default? I thought it uses docker only if I add the --docker flag?

  
  
Posted 2 years ago

Do we support GPUs in a) docker mode b) k8s glue?

  
  
Posted 2 years ago

So on the ec2 instance (with the agent running), just install prior to running the agent:
apt-get install poppler-utils

  
  
Posted 2 years ago

Do we support GPUs in a) docker mode b) k8s glue?

yes on both

Is there a good reference to get started with k8s glue?

A few folks here already set it up, do you have a k8s cluster with GPU support ?

  
  
Posted 2 years ago
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