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

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

@<1523701168822292480:profile|ExuberantBat52> , did you add debug samples in a similar fashion? What version of the clearml sdk are you using? Also what server?

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

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()

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

Might need to refresh page after opening dev tools 🙂

Can you share a screenshot of what you see?

@<1523701070390366208:profile|CostlyOstrich36> Hi John, I have posted that in the screenshot above. Isn't that what you meant?

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

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

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

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

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

CostlyOstrich36 The latest clearml package, installed these days - 1.9.0

The dataset view is also empty:

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

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

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

` 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() `

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

The above output is on the clearml community server

CostlyOstrich36 Unfortunately that didn't helped 😞

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?

My server is hosted on AWS Fargate

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(...)

Above is the response for the events.debug_images

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

Actually, datasets should have an automatic preview...

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.

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: