Dataset Viewer issue: DatasetWithScriptNotSupportedError
Hi,
I see that the dataset viewer doesn't work now, but I am not sure how to migrate the logic from our reader script scrolls.py to the structure described here .
For example, we have this piece of logic in our reader
if self.config.name == "quality":
is_hard = row.pop("is_hard", False)
if self.config.hard_only and not is_hard:
continue
Can you help me fix the dataset viewer?
Here is your template for this error:
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
.
cc @albertvillanova @lhoestq @severo .
Thanks,
Uri
Thanks for reporting, @Uri .
Please note that if the logic is a bit too complex, then our generic support for repository data structures no longer applies.
Other approach you could follow is the following: once your script-dataset works as expected, you could export your dataset to Parquet. Note that Parquet datasets are supported by the viewer.
We have created a Space to help people transform script-datasets to Parquet: https://huggingface.co/spaces/albertvillanova/convert-dataset-to-parquet