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Hi, I Am Quite New To Clearml And Can Someone Please Tell Me How To Use A Dataset That Have Been Uploaded To The Clearml Data Directly To A Experiment. As A Csv File Or Directly The Type Of The Data?

Hi, I am quite new to clearml and Can someone please tell me how to use a dataset that have been uploaded to the clearml data directly to a experiment. As a csv file or directly the type of the data?

  
  
Posted 2 years ago
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Hi, AnxiousSeal95 suppose we have uploaded a csv file, and want to get the csv file to do some pre processing tasks, then is there a way to get that csv file to that script to do further tasks on the dataset like we normally do?

  
  
Posted 2 years ago

Hi GrittyHawk31 , you can use Dataset.get(). If you're using a file you can call Dataset.get_local_copy() to download it.
You can check https://clear.ml/docs/latest/docs/clearml_data/data_management_examples/data_man_python#data-ingestion documentation out or an https://github.com/allegroai/clearml/blob/master/examples/datasets/data_ingestion.py that uses it

  
  
Posted 2 years ago

What is the format of data we get from using dataset.get() AnxiousSeal95 , I just wanted to visualize the columns of that csv file and plot some details. Can I do that directly from the output from Dataset.get() ?

  
  
Posted 2 years ago

Hi,
You may want to consider to do the visualizing while creating the Datasets - see https://github.com/thepycoder/asteroid_example/blob/main/get_data.py#L34 logging the head() of the dataframe

  
  
Posted 2 years ago

Hi GrittyHawk31 , maybe I'm missing something, but what stops you from using Dataset.get() in the preprocessing script? Is there a limitation on it?

  
  
Posted 2 years ago
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