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

Might need to refresh page after opening dev tools 🙂

` 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() `

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.

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

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

And here the same in Chrome:

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

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

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

CostlyOstrich36

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

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(...)

Actually, datasets should have an automatic preview...

CostlyOstrich36 Unfortunately that didn't helped 😞

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

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:

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.

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

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

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

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

I am currently running the scripts on WSL ubuntu

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

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

CostlyOstrich36 The latest clearml package, installed these days - 1.9.0

The dataset view is also empty:

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()

What OS are you running the scripts on, Abed?

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

The above output is on the clearml community server