Hi and welcome 🙂
You want to add some plots to the dataset task?

Thanks for the welcome! Glad to be here

Thanks for the answer, seems that our messages crossed. Anyway, is auto-logging out of the question for Datasets?

What is being reported that isn't auto-logged?

histogram of the distribution of the data

Yes, exactly

You can add scalars/plots manually with the following:
https://clear.ml/docs/latest/docs/references/sdk/logger#report_scalar
And you can see usage in the following example:
https://github.com/allegroai/clearml/blob/master/examples/reporting/scalar_reporting.py

You can also report various plots as shown in the following examples as well:
https://github.com/allegroai/clearml/blob/master/examples/reporting/scatter_hist_confusion_mat_reporting.py
https://github.com/allegroai/clearml/blob/master/examples/reporting/matplotlib_manual_reporting.py

plots made by matplotlib

I’ve learnt that I can do it explicitly using the Logger class, like this:
logger.report_histogram(…)