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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 one year ago
Votes Newest

Answers 10


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

  
  
Posted one year ago

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

  
  
Posted one year 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 one year ago

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

  
  
Posted one year ago

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

  
  
Posted one year 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 one year ago

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

  
  
Posted one year ago

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

  
  
Posted one year ago

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

  
  
Posted one year ago

it is actually in the repo root folder.

  
  
Posted one year ago
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