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
@<1523701070390366208:profile|CostlyOstrich36> It looks like this:
The above output is on the clearml community 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?
Might need to refresh page after opening dev tools 🙂
CostlyOstrich36 WebApp: 1.9.1-312 • Server: 1.9.1-312 • API: 2.23
CostlyOstrich36 I do see the new "image" in the metric drop down, so something has changed - but there are no preview images there.
@<1523701070390366208:profile|CostlyOstrich36> Hi John, I have posted that in the screenshot above. Isn't that what you meant?
ProudElephant77 , can you please add a code snippet of what you did?
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?
What if you add images to the dataset? Can you see them being previewed? @<1523701168822292480:profile|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?
Also when in this view, open developer tools (F12) and see what calls you get back for debug samples
I am currently running the scripts on WSL ubuntu
@<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":[]}}
@<1523701168822292480:profile|ExuberantBat52> Do you have pandas installed on your machine?
` 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() `
Above is the response for the events.debug_images
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()
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.
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.