Actually, datasets should have an automatic preview...

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

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:

@<1523701070390366208:profile|CostlyOstrich36> I am facing the same issue:

{"meta":{"id":"90841d05dfb1431a8d9dfc6bfdb39f9e","trx":"90841d05dfb1431a8d9dfc6bfdb39f9e","endpoint":{"name":"events.debug_images","requested_version":"2.23","actual_version":"2.7"},"result_code":200,"result_subcode":0,"result_msg":"OK","error_stack":"","error_data":{}},"data":{"metrics":[]}}

CostlyOstrich36 The latest clearml package, installed these days - 1.9.0

The dataset view is also empty:

CostlyOstrich36

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

Above is the response for the events.debug_images

What OS are you running the scripts on, Abed?

Also when in this view, open developer tools (F12) and see what calls you get back for debug samples

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

The above output is on the clearml community server

22.04

Yes, I am using a virtualenv that has pandas and clearml installed.

I am currently running the scripts on WSL ubuntu

Might need to refresh page after opening dev tools 🙂

My server is hosted on AWS Fargate

Hmm my bad, I wasn't aware of this 🙂

So I added the snippet above to the code,
and now the preview for the first 10 rows shows up. However, the automatic preview is still not working.

@<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?

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(...)

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

And here the same in Chrome:

Can you please paste the response from 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?

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

` 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() `

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

CostlyOstrich36 Unfortunately that didn't helped 😞