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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 22 new columns ({'ratings_2', 'original_publication_year', 'books_count', 'original_title', 'average_rating', 'ratings_count', 'best_book_id', 'image_url', 'work_text_reviews_count', 'book_id', 'ratings_5', 'language_code', 'work_id', 'authors', 'isbn13', 'isbn', 'ratings_4', 'ratings_3', 'small_image_url', 'ratings_1', 'work_ratings_count', 'title'}) and 2 missing columns ({'tag_id', 'count'}).
This happened while the csv dataset builder was generating data using
hf://datasets/nirajandhakal/goodreads-book-recommend/books.csv (at revision cc7a0d416b5cafe03ad0b87f6fcc1a0165945943)
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
book_id: int64
goodreads_book_id: int64
best_book_id: int64
work_id: int64
books_count: int64
isbn: string
isbn13: double
authors: string
original_publication_year: double
original_title: string
title: string
language_code: string
average_rating: double
ratings_count: int64
work_ratings_count: int64
work_text_reviews_count: int64
ratings_1: int64
ratings_2: int64
ratings_3: int64
ratings_4: int64
ratings_5: int64
image_url: string
small_image_url: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 3057
to
{'goodreads_book_id': Value(dtype='int64', id=None), 'tag_id': Value(dtype='int64', id=None), 'count': Value(dtype='int64', 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 1321, 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 935, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
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 22 new columns ({'ratings_2', 'original_publication_year', 'books_count', 'original_title', 'average_rating', 'ratings_count', 'best_book_id', 'image_url', 'work_text_reviews_count', 'book_id', 'ratings_5', 'language_code', 'work_id', 'authors', 'isbn13', 'isbn', 'ratings_4', 'ratings_3', 'small_image_url', 'ratings_1', 'work_ratings_count', 'title'}) and 2 missing columns ({'tag_id', 'count'}).
This happened while the csv dataset builder was generating data using
hf://datasets/nirajandhakal/goodreads-book-recommend/books.csv (at revision cc7a0d416b5cafe03ad0b87f6fcc1a0165945943)
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.
goodreads_book_id
int64 | tag_id
int64 | count
int64 |
|---|---|---|
1
| 30,574
| 167,697
|
1
| 11,305
| 37,174
|
1
| 11,557
| 34,173
|
1
| 8,717
| 12,986
|
1
| 33,114
| 12,716
|
1
| 11,743
| 9,954
|
1
| 14,017
| 7,169
|
1
| 5,207
| 6,221
|
1
| 22,743
| 4,974
|
1
| 32,989
| 4,364
|
1
| 27,199
| 3,857
|
1
| 11,590
| 3,456
|
1
| 18,886
| 3,374
|
1
| 6,953
| 2,408
|
1
| 22,753
| 1,881
|
1
| 24,960
| 1,821
|
1
| 1,691
| 1,742
|
1
| 6,857
| 1,560
|
1
| 15,965
| 1,309
|
1
| 6,888
| 1,095
|
1
| 26,785
| 1,093
|
1
| 6,828
| 1,027
|
1
| 2,104
| 1,022
|
1
| 9,221
| 987
|
1
| 20,774
| 984
|
1
| 7,457
| 958
|
1
| 25,765
| 858
|
1
| 15,169
| 853
|
1
| 3,389
| 836
|
1
| 1,128
| 828
|
1
| 6,895
| 798
|
1
| 11,505
| 792
|
1
| 17,124
| 748
|
1
| 22,034
| 744
|
1
| 11,370
| 738
|
1
| 11,497
| 730
|
1
| 19,974
| 718
|
1
| 3,392
| 701
|
1
| 22,973
| 673
|
1
| 25,234
| 659
|
1
| 20,849
| 653
|
1
| 33,009
| 612
|
1
| 29,452
| 600
|
1
| 32,623
| 552
|
1
| 10,644
| 552
|
1
| 31,617
| 547
|
1
| 5,751
| 534
|
1
| 16,427
| 532
|
1
| 5,090
| 522
|
1
| 25,152
| 505
|
1
| 29,011
| 484
|
1
| 24,964
| 474
|
1
| 20,939
| 465
|
1
| 33,012
| 464
|
1
| 14,024
| 450
|
1
| 20,824
| 449
|
1
| 22,689
| 446
|
1
| 6,960
| 445
|
1
| 18,045
| 440
|
1
| 3,371
| 433
|
1
| 33,124
| 416
|
1
| 21,989
| 410
|
1
| 615
| 399
|
1
| 26,897
| 392
|
1
| 32,654
| 386
|
1
| 11,491
| 384
|
1
| 11,550
| 368
|
1
| 25,151
| 364
|
1
| 18,851
| 354
|
1
| 16,799
| 351
|
1
| 27,535
| 348
|
1
| 17,213
| 347
|
1
| 33,165
| 338
|
1
| 26,138
| 334
|
1
| 11,574
| 324
|
1
| 30,521
| 324
|
1
| 25,150
| 314
|
1
| 30,573
| 312
|
1
| 2,106
| 305
|
1
| 6,838
| 300
|
1
| 17,129
| 297
|
1
| 10,197
| 294
|
1
| 25,770
| 294
|
1
| 8,055
| 289
|
1
| 25,167
| 284
|
1
| 1,120
| 283
|
1
| 7,852
| 281
|
1
| 26,842
| 281
|
1
| 25,153
| 279
|
1
| 10,641
| 279
|
1
| 6,920
| 276
|
1
| 11,579
| 274
|
1
| 22,352
| 273
|
1
| 20,781
| 272
|
1
| 6,914
| 268
|
1
| 5,444
| 266
|
1
| 18,913
| 265
|
1
| 11,595
| 264
|
1
| 6,829
| 263
|
1
| 24,092
| 258
|
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