And here the same in Chrome:

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

Actually, datasets should have an automatic preview...

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()

Can you please paste the response from events.debug_images ?

What if you add images to the dataset? Can you see them being previewed? @<1523701168822292480:profile|ExuberantBat52>

The thing is, even on the community server, not all the datasets have automatic previews. So for the same code/dataset, some of the runs have previews and some of them don't.

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

I have been using them for a while, they've always had autopreviews.

` from clearml import Dataset

IMG_PATH = "/home/mfb/Temp/sample-ds/50-ok.jpg"

Create dataset and add sample image

ds = Dataset.create(dataset_name="Test", dataset_project="Dataset-Test")
ds.add_files(path=IMG_PATH)
ds.upload()

Add and report image

logger = ds.get_logger()
logger.report_image("image", "sample image", iteration=0, local_path=IMG_PATH)
logger.flush()

Finalize the dataset

ds.finalize() `

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

CostlyOstrich36 Do you have any idea how I could debug that?

Looping in @<1523703436166565888:profile|DeterminedCrab71> & @<1523701435869433856:profile|SmugDolphin23> for visibility

Above is the response for the events.debug_images

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?

22.04

It isn't a bug, you have to add the previews manually through reporting. For example:

ds = Dataset.create(...) ds.add_files(...) ds.get_logger().report_media(...)

I am using the latest version clearml server and I am using version 1.9.1 for the sdk.

Here is the code that I am currently using:

if __name__ == "__main__":
    # create clearml data processing task
    dataset = Dataset.create(
        dataset_name="palmer_penguins",
        dataset_project="palmer penguins",
        dataset_tags=["raw"]
    )
    dataset_path = "data/raw/penguins.csv"
    # add the downloaded files to the current dataset
    dataset.add_files(path=dataset_path)
    # upload data to clearml server
    dataset.upload(verbose=True)
    # close the dataset
    dataset.finalize(verbose=True)

This is a simple dummy example that I use for testing deployments of clearml server

Here is the output that I would expect:

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

CostlyOstrich36 I do see the new "image" in the metric drop down, so something has changed - but there are no preview images there.

Thanks a lot, I will have a look at that!

Might need to refresh page after opening dev tools 🙂

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

CostlyOstrich36 Unfortunately that didn't helped 😞

CostlyOstrich36

ProudElephant77 , I think you might need to finalize the dataset for it to appear

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

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

Can you share a screenshot of what you see?

Please check what you get for events.debug_images in network section of developer tools (F12) when trying to view the preview in the dataset