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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError Exception: DatasetGenerationCastError Message: An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 3 new columns ({'LabelName', 'Confidence', 'Source'}) and 10 missing columns ({'Subset', 'Author', 'OriginalMD5', 'Thumbnail300KURL', 'Title', 'OriginalURL', 'OriginalLandingURL', 'OriginalSize', 'License', 'AuthorProfileURL'}). This happened while the csv dataset builder was generating data using hf://datasets/ReySajju742/deep-image-learning/machine_ann_2016_08/train/labels.csv (at revision 5adf712dfe7125ce68387b26e5c2d215537ebeef) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations) Traceback: Traceback (most recent call last): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table pa_table = table_cast(pa_table, self._schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema raise CastError( datasets.table.CastError: Couldn't cast ImageID: string Source: string LabelName: string Confidence: double -- schema metadata -- pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 728 to {'ImageID': Value(dtype='string', id=None), 'Subset': Value(dtype='string', id=None), 'OriginalURL': Value(dtype='string', id=None), 'OriginalLandingURL': Value(dtype='string', id=None), 'License': Value(dtype='string', id=None), 'AuthorProfileURL': Value(dtype='string', id=None), 'Author': Value(dtype='string', id=None), 'Title': Value(dtype='string', id=None), 'OriginalSize': Value(dtype='int64', id=None), 'OriginalMD5': Value(dtype='string', id=None), 'Thumbnail300KURL': Value(dtype='string', id=None)} because column names don't match During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1529, in compute_config_parquet_and_info_response parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet( File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1100, in stream_convert_to_parquet builder._prepare_split( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split for job_id, done, content in self._prepare_split_single( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single raise DatasetGenerationCastError.from_cast_error( datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset All the data files must have the same columns, but at some point there are 3 new columns ({'LabelName', 'Confidence', 'Source'}) and 10 missing columns ({'Subset', 'Author', 'OriginalMD5', 'Thumbnail300KURL', 'Title', 'OriginalURL', 'OriginalLandingURL', 'OriginalSize', 'License', 'AuthorProfileURL'}). This happened while the csv dataset builder was generating data using hf://datasets/ReySajju742/deep-image-learning/machine_ann_2016_08/train/labels.csv (at revision 5adf712dfe7125ce68387b26e5c2d215537ebeef) Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
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ImageID
string | Subset
string | OriginalURL
string | OriginalLandingURL
string | License
string | AuthorProfileURL
string | Author
string | Title
string | OriginalSize
int64 | OriginalMD5
string | Thumbnail300KURL
string |
---|---|---|---|---|---|---|---|---|---|---|
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|
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