This is how I usually add visualization

#Report data preview
ds.get_logger().report_table(title="Data Sample", series="First Ten Rows", table_plot=data1[:10])
ds.upload()
ds.finalize()

@<1523701070390366208:profile|CostlyOstrich36> It looks like this:

CostlyOstrich36 WebApp: 1.9.1-312 • Server: 1.9.1-312 • API: 2.23

Above is the response for the events.debug_images

I don't think datasets don't have visualization out of the box, you need to add these previews manually. Only HyperDatasets feature from the Scale & Enterprise versions truely visualizes all the data.

According to your code snippet there isn't any visualization add on top of the dataset

@<1523701168822292480:profile|ExuberantBat52> Do you have pandas installed on your machine?

How about when you view it in the datasets view? Also what version of clearml package do you have?

ProudElephant77 , can you please add a code snippet of what you did?

And here the same in Chrome:

CostlyOstrich36

This is strange. Exactly same code works for me. What version of clearml are you using? What version is your server?

CostlyOstrich36 I have used ds.get_logger().report_image() in a loop in order to upload all the images from the dataset as previews. Then I called flush() , which returned True . However, the images are still not shown. Any ideas - how could I debug that?