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Hi! When I’M Running An Experiment On A Local Machine, It Works Just Fine With The Clearml, But When Trying To Clone And Run (Enque) This Specific Experiment Directly From Clearml Server, There Are Errors In The Pip Installations. What Is The Best Way To

When I’m running an experiment on a local machine, it works just fine with the clearml, but when trying to clone and run (enque) this specific experiment directly from clearml server, there are errors in the pip installations.
What is the best way to tackle this (since locally I install packages all the time, and it still works as is)? using conda ? docker ?


example for installation error (I assume one package installed the existing version of requests and then another tried to be installed but required another version):
` ERROR: Cannot install -r /tmp/cached-reqsdaxjwjfv.txt (line 18) and requests==2.12.5 because these package versions have conflicting dependencies.
The conflict is caused by:
The user requested requests==2.12.5
datasets 1.5.0 depends on requests>=2.19.0
To fix this you could try to:

  1. loosen the range of package versions you've specified
  2. remove package versions to allow pip attempt to solve the dependency conflict
    ERROR: ResolutionImpossible: for help visit
    clearml_agent: ERROR: Could not install task requirements!
    Command '['/root/.clearml/venvs-builds/3.8/bin/python', '-m', 'pip', '--disable-pip-version-check', 'install', '-r', '/tmp/cached-reqsdaxjwjfv.txt']' returned non-zero exit status 1.

Process failed, exit code 1 `

Posted 2 years ago
Votes Newest

Answers 3

Hi FunnyTurkey96
Which pip are you using, basically pip changed the dependency resolver after 20.1
Change: https://github.com/allegroai/clearml-agent/blob/aede6f4bac71c8fc56e7cf982318a48527953a3c/docs/clearml.conf#L57
pip_version: "<20.2"See if that helps

Posted 2 years ago

Is this this the issue?


Posted 2 years ago

Ah thanks for the pointer AgitatedDove14

Posted 2 years ago