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How Do I Get Access To

How do I get access to uploaded artifacts (not registered)? I see I can find their URL using Task.get_task(...).artifacts and then use StorageManager to download them, but I was wondering if there is a more straightforward way to download these artifacts without going explicitly through StorageManager

  
  
Posted 3 years ago
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Answers 5


Hi WackyRabbit7 ,

If you only want to get the artifact object, you can use:

task_artifact = Task.get_task(task_id=<YOUR TASK ID>).artifacts[<YOUR ARTIFACT NAME>].get()

  
  
Posted 3 years ago

Cool - what kind of objects are returned by .artifacts. getitem ? I want to check their docs

  
  
Posted 3 years ago

One of the following objects Numpy.array, pandas.DataFrame, PIL.Image, dict (json), or pathlib2.PathAlso, if you used pickle , the pickle.load return value is returned. and for strings a txt file (as it stored).

  
  
Posted 3 years ago

I was refering to what is the returned object of Task.artifacts['...'] - when I call .get I understand what I get, I'm asking because I want to see how the object I'm calling .get on behaves

  
  
Posted 3 years ago

If you are entering a specific task artifact, you’ll get an Artifact object ( trains.binding.artifacts.Artifact )

  
  
Posted 3 years ago
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