Dataset Viewer issue

#10
by mikolaj-p - opened
VoiceIntelligenceResearch org

The dataset viewer is not working.

Error details:

Error code:   ConfigNamesError
Exception:    DatasetWithScriptNotSupportedError
Message:      The dataset viewer doesn't support this dataset because it runs arbitrary python code. Please open a discussion in the discussion tab if you think this is an error and tag 

@lhoestq

	 and 

@severo

	.
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 65, in compute_config_names_response
                  for config in sorted(get_dataset_config_names(path=dataset, token=hf_token))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 351, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1512, in dataset_module_factory
                  raise e1 from None
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1481, in dataset_module_factory
                  return HubDatasetModuleFactoryWithScript(
                File "/src/services/worker/src/worker/utils.py", line 400, in raise_unsupported_dataset_with_script_or_init
                  raise DatasetWithScriptNotSupportedError(
              libcommon.exceptions.DatasetWithScriptNotSupportedError: The dataset viewer doesn't support this dataset because it runs arbitrary python code. Please open a discussion in the discussion tab if you think this is an error and tag 

@lhoestq

	 and 

@severo

	.

I suppose this is not an error since this loading script works, e.g., with
load_dataset("voiceintelligenceresearch/MOCKS", "en.LS-other.subset", split="offline")
The loading script does use some not-that-fancy python code. However, this error does not allow us to get a preview in the Dataset Viewer, which is sad.
So the question is: what are the python features that can't be used in the loading script if we want to have the Dataset Viewer working?
I guess I could debug the datasets-server code, but I figured that it would be faster to ask :)

cc @albertvillanova @lhoestq @severo .

You're right, thanks for asking. The reason is that we don't support the dataset scripts in the dataset viewer anymore. See https://discuss.huggingface.co/t/dataset-repo-requires-arbitrary-python-code-execution/59346/5

We had to disable the viewer for datasets with a script for now, because some people were abusing it. Sorry for the inconvenience.

In the meantime, if you want the dataset viewer to work you need to remove the dataset script and use a supported data format (csv, parquet, etc.) Personnally I’d recommend uploading the dataset using the datasets library and push_to_hub().

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