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Another Questions Related To

Another questions related to requirements.txt We use pip install with git commit. Eg:

mylib @ 

When I do task.add_requirements("requirements.txt")
I get

# Python 3.10.8 | packaged by conda-forge | (main, Nov 22 2022, 08:26:04) [GCC 10.4.0]

mylib
Pillow == 9.2.0
PyYAML == 6.0
azure_storage_blob == 12.16.0
boto3 == 1.21.21
clearml == 1.11.0
ml_collections == 0.1.1
numpy == 1.23.5
onnxruntime == 1.14.1
onnxruntime_gpu == 1.14.1
opencv_python == 4.7.0.72
tensorboard == 2.9.0
torch == 1.13.0

Does this mean that clearml do not support this kind of requirement ?

  
  
Posted 10 months ago
Votes Newest

Answers 10


it is actually in the repo root folder.

  
  
Posted 10 months ago

but then it still missing a bunch of library in the Taks (that succeed) > Execution > INSTALLED PACKAGES
So when I do a clone of that task, and try to run the clone, the task fail because it is missing python package 😞

  
  
Posted 10 months ago

@<1576381444509405184:profile|ManiacalLizard2> can you try putting it in the repository's requirements.txt instead of adding it in code?

  
  
Posted 10 months ago

Hi @<1576381444509405184:profile|ManiacalLizard2> , I think the correct format is PACKAGE @ git+ None

  
  
Posted 10 months ago

that format is correct as I can run pip install -r requirements.txt
using the exact same file

  
  
Posted 10 months ago

and in the train.py , I have task.add_requirements("requirements.txt")

  
  
Posted 10 months ago

(I use ssh key to access to our git server in our private network)

  
  
Posted 10 months ago

interesting, the issue happen with mamba venv. Now I use a python native venv and it is detecting correctly

  
  
Posted 10 months ago

Ok. Found the solution.
The importance is to use this:

Task.add_requirements("requirements.txt")
task = Task.init(project_name='hieutest', task_name='foo',reuse_last_task_id=False)

And not:

task = Task.init(project_name='hieutest', task_name='foo',reuse_last_task_id=False)
task.add_requirements("requirements.txt")
  
  
Posted 10 months ago

is task.add_requirements("requirements.txt") redundant ?
Is ClearML always look for a requirements.txt in the repo root ?

  
  
Posted 10 months ago
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10 months ago
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