ProudElephant77 , I think you might need to finalize the dataset for it to appear
CostlyOstrich36 Hi John, I have posted that in the screenshot above. Isn't that what you meant?
Thanks a lot, I will have a look at that!
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:
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.
ExuberantBat52 Do you have pandas installed on your machine?
Actually, datasets should have an automatic preview...
I am currently running the scripts on WSL ubuntu
What if you add images to the dataset? Can you see them being previewed? ExuberantBat52
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?
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?
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
Yes, I am using a virtualenv that has pandas and clearml installed.
Can you please paste the response from events.debug_images
?
Also when in this view, open developer tools (F12) and see what calls you get back for debug samples
ExuberantBat52 , did you add debug samples in a similar fashion? What version of the clearml
sdk are you using? Also what server?
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
This is strange. Exactly same code works for me. What version of clearml are you using? What version is your server?
How about when you view it in the datasets view? Also what version of clearml
package do you have?
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.
Might need to refresh page after opening dev tools 🙂
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()
Above is the response for the events.debug_images