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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 5 new columns ({'order_id', 'item_total', 'item_price', 'order_item_id', 'quantity'}) and 3 missing columns ({'event_type', 'event_id', 'event_timestamp'}).
This happened while the csv dataset builder was generating data using
hf://datasets/jason1966/abhayayare_e-commerce-dataset/ecommerce_dataset/order_items.csv (at revision 93c6d507132a96a2e8613dabc5f0e07533e366d9), [/tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/events.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/events.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/order_items.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/order_items.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/orders.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/orders.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/products.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/products.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/reviews.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/reviews.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/users.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/users.csv)]
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/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
order_item_id: string
order_id: string
product_id: string
user_id: string
quantity: int64
item_price: double
item_total: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1094
to
{'event_id': Value('string'), 'user_id': Value('string'), 'product_id': Value('string'), 'event_type': Value('string'), 'event_timestamp': Value('string')}
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 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, 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 5 new columns ({'order_id', 'item_total', 'item_price', 'order_item_id', 'quantity'}) and 3 missing columns ({'event_type', 'event_id', 'event_timestamp'}).
This happened while the csv dataset builder was generating data using
hf://datasets/jason1966/abhayayare_e-commerce-dataset/ecommerce_dataset/order_items.csv (at revision 93c6d507132a96a2e8613dabc5f0e07533e366d9), [/tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/events.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/events.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/order_items.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/order_items.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/orders.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/orders.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/products.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/products.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/reviews.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/reviews.csv), /tmp/hf-datasets-cache/medium/datasets/87113686266157-config-parquet-and-info-jason1966-abhayayare_e-co-7261c9fc/hub/datasets--jason1966--abhayayare_e-commerce-dataset/snapshots/93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/users.csv (origin=hf://datasets/jason1966/abhayayare_e-commerce-dataset@93c6d507132a96a2e8613dabc5f0e07533e366d9/ecommerce_dataset/users.csv)]
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.
event_id string | user_id string | product_id string | event_type string | event_timestamp string |
|---|---|---|---|---|
E00000001 | U009798 | P001393 | cart | 2025-07-08T14:28:55.893919 |
E00000002 | U005881 | P000669 | view | 2025-10-19T23:00:44.067982 |
E00000003 | U006348 | P001404 | view | 2025-05-09T07:02:42.256662 |
E00000004 | U002664 | P000400 | cart | 2025-07-19T22:47:07.019634 |
E00000005 | U005776 | P000392 | view | 2024-10-24T10:20:33.602165 |
E00000006 | U002711 | P001643 | view | 2024-12-20T11:02:39.321604 |
E00000007 | U003726 | P000370 | view | 2024-06-06T05:16:39.778558 |
E00000008 | U002658 | P001221 | view | 2025-03-31T05:39:53.288602 |
E00000009 | U001433 | P000240 | view | 2024-10-17T08:29:00.460950 |
E00000010 | U000431 | P000652 | view | 2024-10-27T10:56:00.683131 |
E00000011 | U006564 | P000964 | cart | 2024-05-14T20:16:16.449778 |
E00000012 | U001624 | P000804 | view | 2024-09-24T04:48:55.344093 |
E00000013 | U002760 | P001325 | view | 2025-05-04T01:27:16.661242 |
E00000014 | U007024 | P000853 | view | 2024-02-03T18:43:05.454853 |
E00000015 | U000620 | P001876 | view | 2025-06-01T01:40:59.999766 |
E00000016 | U003054 | P001897 | cart | 2025-01-22T17:59:08.816164 |
E00000017 | U000590 | P001507 | wishlist | 2024-03-15T06:29:00.451806 |
E00000018 | U006085 | P001032 | view | 2025-01-31T00:53:09.718151 |
E00000019 | U005322 | P000803 | view | 2024-05-09T20:32:43.072567 |
E00000020 | U007213 | P001329 | cart | 2025-07-24T08:26:06.576069 |
E00000021 | U009137 | P000673 | purchase | 2025-05-22T00:17:41.987947 |
E00000022 | U009646 | P001197 | view | 2025-08-02T17:28:42.107093 |
E00000023 | U007699 | P001054 | view | 2025-04-17T09:36:04.931291 |
E00000024 | U008388 | P000667 | view | 2024-09-22T20:54:36.528588 |
E00000025 | U005488 | P001097 | view | 2024-03-10T05:16:12.792999 |
E00000026 | U005803 | P001200 | view | 2024-10-14T05:28:27.858498 |
E00000027 | U008527 | P000731 | wishlist | 2025-03-01T17:13:23.848738 |
E00000028 | U008911 | P000529 | cart | 2025-05-24T09:48:47.400749 |
E00000029 | U001502 | P000889 | view | 2024-06-22T05:30:47.306733 |
E00000030 | U008635 | P001982 | view | 2025-04-03T04:04:27.211958 |
E00000031 | U000389 | P001458 | view | 2024-06-14T23:30:49.480372 |
E00000032 | U008382 | P001933 | view | 2025-07-13T10:20:37.880388 |
E00000033 | U001394 | P001336 | view | 2025-08-02T04:18:00.352375 |
E00000034 | U007513 | P001432 | cart | 2024-10-10T04:11:08.823875 |
E00000035 | U001778 | P000985 | cart | 2025-02-20T18:28:28.874559 |
E00000036 | U005831 | P000743 | cart | 2025-07-26T15:35:07.277598 |
E00000037 | U004789 | P001011 | view | 2024-03-04T22:23:41.570438 |
E00000038 | U004574 | P001618 | view | 2025-11-05T00:27:44.713445 |
E00000039 | U000333 | P001285 | view | 2025-06-21T04:05:09.426429 |
E00000040 | U008299 | P000302 | view | 2025-01-10T01:31:41.677331 |
E00000041 | U008366 | P000492 | cart | 2024-03-22T08:26:19.070749 |
E00000042 | U004131 | P001885 | view | 2025-07-25T03:39:50.526733 |
E00000043 | U009747 | P001986 | wishlist | 2024-07-15T12:35:28.562509 |
E00000044 | U002941 | P001089 | view | 2025-01-25T07:46:54.345458 |
E00000045 | U002127 | P000793 | view | 2024-04-13T06:18:25.760957 |
E00000046 | U005122 | P001520 | purchase | 2024-08-02T01:12:04.696148 |
E00000047 | U002801 | P000595 | view | 2025-04-27T21:44:27.165399 |
E00000048 | U008317 | P001919 | view | 2025-09-06T09:55:36.674212 |
E00000049 | U002296 | P000690 | view | 2025-04-17T05:55:32.923652 |
E00000050 | U003567 | P000774 | view | 2025-11-14T22:53:22.000010 |
E00000051 | U008098 | P000750 | view | 2024-08-03T10:07:58.197442 |
E00000052 | U006126 | P000886 | wishlist | 2024-06-23T12:19:32.814740 |
E00000053 | U005702 | P000004 | view | 2025-02-25T08:06:37.755948 |
E00000054 | U008851 | P000519 | view | 2024-07-30T19:44:33.012398 |
E00000055 | U001270 | P000934 | view | 2025-01-03T03:38:45.237025 |
E00000056 | U009943 | P001183 | view | 2024-08-27T14:27:22.050736 |
E00000057 | U008468 | P000400 | view | 2024-05-08T12:18:06.303721 |
E00000058 | U002673 | P001697 | cart | 2025-05-12T07:58:25.987568 |
E00000059 | U007078 | P000646 | view | 2024-01-06T00:09:38.422986 |
E00000060 | U005462 | P000488 | view | 2025-01-11T20:53:22.613910 |
E00000061 | U005820 | P000313 | view | 2025-06-21T22:46:52.737405 |
E00000062 | U006466 | P000640 | view | 2025-06-17T12:18:18.167528 |
E00000063 | U002489 | P001387 | view | 2024-09-13T11:11:13.945129 |
E00000064 | U003579 | P001598 | view | 2024-03-19T11:01:32.751806 |
E00000065 | U002592 | P001853 | view | 2025-05-28T07:08:49.301855 |
E00000066 | U000837 | P001271 | purchase | 2024-03-16T11:14:40.620338 |
E00000067 | U003275 | P001425 | cart | 2025-09-17T16:58:49.807736 |
E00000068 | U000764 | P001738 | cart | 2025-04-24T19:54:49.878303 |
E00000069 | U000942 | P000725 | wishlist | 2024-09-12T22:25:19.005441 |
E00000070 | U004411 | P001869 | view | 2024-01-13T01:13:38.649017 |
E00000071 | U009913 | P001348 | view | 2024-09-10T17:59:41.414318 |
E00000072 | U005873 | P000296 | view | 2025-06-08T02:45:48.871978 |
E00000073 | U003203 | P001552 | view | 2025-06-22T21:08:17.058414 |
E00000074 | U000526 | P000530 | view | 2025-02-18T12:11:30.081696 |
E00000075 | U001536 | P000853 | view | 2024-10-09T16:40:41.790862 |
E00000076 | U001422 | P001083 | view | 2025-05-16T06:37:01.252729 |
E00000077 | U004957 | P001313 | view | 2024-02-20T00:58:37.351559 |
E00000078 | U009261 | P001645 | view | 2025-06-15T02:46:34.699183 |
E00000079 | U002015 | P001719 | view | 2025-10-10T04:35:13.991158 |
E00000080 | U006397 | P001524 | view | 2025-06-24T08:09:20.183401 |
E00000081 | U003446 | P001248 | wishlist | 2025-03-30T05:25:37.972323 |
E00000082 | U006559 | P000898 | view | 2024-05-23T04:36:58.313709 |
E00000083 | U006134 | P000207 | view | 2025-03-19T06:55:58.043197 |
E00000084 | U008263 | P000300 | view | 2024-09-30T14:23:50.276094 |
E00000085 | U007210 | P000402 | view | 2024-02-12T04:48:48.465765 |
E00000086 | U007771 | P000438 | view | 2025-03-01T08:46:36.606092 |
E00000087 | U003336 | P000228 | view | 2024-06-11T01:41:45.719542 |
E00000088 | U004588 | P000369 | view | 2025-01-03T07:08:49.957134 |
E00000089 | U003663 | P001832 | cart | 2024-03-19T01:49:29.418421 |
E00000090 | U005069 | P001761 | cart | 2024-07-11T00:00:09.443399 |
E00000091 | U003881 | P001988 | cart | 2025-04-15T06:00:31.970150 |
E00000092 | U009594 | P000970 | view | 2024-08-20T02:35:17.187278 |
E00000093 | U001468 | P000626 | view | 2025-06-11T23:44:50.380776 |
E00000094 | U002509 | P001875 | cart | 2024-01-05T02:17:32.746231 |
E00000095 | U004060 | P001756 | view | 2025-04-02T04:30:09.636240 |
E00000096 | U004272 | P000243 | view | 2025-02-26T16:42:26.025413 |
E00000097 | U001441 | P001157 | view | 2025-01-25T08:13:04.386329 |
E00000098 | U007275 | P001544 | view | 2024-07-26T21:33:46.274100 |
E00000099 | U004803 | P000686 | view | 2025-08-05T10:22:14.719167 |
E00000100 | U006186 | P000712 | view | 2025-06-24T07:16:58.180756 |
End of preview.
E-commerce_dataset
A synthetic yet realistic dataset built for analytics, forecasting, and research
Dataset Info
- Source: Kaggle
- Original Size: 3.16 MB
- Kaggle Downloads: 2,491
- Files: 6
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