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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 1 new columns ({'3'}) and 1 missing columns ({'0'}).
This happened while the csv dataset builder was generating data using
gzip://train.csv::hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-molhiv/hiv/split/scaffold/train.csv.gz, ['hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-code2/code2/split/project/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-molhiv/hiv/split/scaffold/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-molpcba/pcba/split/scaffold/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-ppa/ogbg_ppi_medium/split/species/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbl-wikikg2/wikikg-v2/original/train_2015.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbn-arxiv/arxiv/split/time/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbn-mag/mag/split/time/paper/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbn-papers100M/papers100M-bin/split/time/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbn-proteins/proteins/split/species/train.csv.gz']
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 "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
3: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 380
to
{'0': Value('int64')}
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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
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 1 new columns ({'3'}) and 1 missing columns ({'0'}).
This happened while the csv dataset builder was generating data using
gzip://train.csv::hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-molhiv/hiv/split/scaffold/train.csv.gz, ['hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-code2/code2/split/project/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-molhiv/hiv/split/scaffold/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-molpcba/pcba/split/scaffold/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbg-ppa/ogbg_ppi_medium/split/species/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbl-wikikg2/wikikg-v2/original/train_2015.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbn-arxiv/arxiv/split/time/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbn-mag/mag/split/time/paper/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbn-papers100M/papers100M-bin/split/time/train.csv.gz', 'hf://datasets/Emulated-Inc/ogb-full-original@a19430151eaa5c03edf4f75e94d32c995ed764db/extracted/ogbn-proteins/proteins/split/species/train.csv.gz']
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)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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End of preview.
OGB full original archives
Public, byte-for-byte mirror of 17 official Open Graph Benchmark (OGB) and OGB Large-Scale Challenge archive downloads used by the Emulated-Inc graph benchmark environment.
Original ZIP archives are stored under archives//. Each dataset directory includes metadata.json with the authoritative source URL, exact byte size, SHA-256 digest, and repository archive path. Archives were transferred directly from the official SNAP/DGL hosts through ephemeral Modal scratch disks; they were not unpacked or modified. Dataset licenses and terms remain those published by each upstream dataset.
This repository is intentionally private. Total archive payload: 353,848,114,470 bytes (353.85 GB decimal / 329.55 GiB).
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