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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 11 new columns ({'f1_weighted', 'recall', 'precision', 'threshold', 'f1_macro', 'round_time_s', 'accuracy', 'fpr', 'comm_mb', 'f1_binary', 'auc_roc'}) and 5 missing columns ({'min_sim', 'cluster_sizes', 'max_sim', 'event', 'avg_sim'}).
This happened while the csv dataset builder was generating data using
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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 1800, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/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/python3.12/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
accuracy: double
precision: double
recall: double
f1_binary: double
f1_macro: double
f1_weighted: double
fpr: double
auc_roc: double
threshold: double
round: int64
comm_mb: double
round_time_s: double
n_reclusterings: int64
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1783
to
{'round': Value('int64'), 'event': Value('string'), 'n_reclusterings': Value('int64'), 'cluster_sizes': Value('string'), 'avg_sim': Value('float64'), 'min_sim': Value('float64'), 'max_sim': Value('float64')}
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 1348, 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 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, 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 1802, 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 11 new columns ({'f1_weighted', 'recall', 'precision', 'threshold', 'f1_macro', 'round_time_s', 'accuracy', 'fpr', 'comm_mb', 'f1_binary', 'auc_roc'}) and 5 missing columns ({'min_sim', 'cluster_sizes', 'max_sim', 'event', 'avg_sim'}).
This happened while the csv dataset builder was generating data using
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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.
round int64 | event string | n_reclusterings int64 | cluster_sizes string | avg_sim float64 | min_sim float64 | max_sim float64 |
|---|---|---|---|---|---|---|
6 | recluster | 1 | [1, 1, 2, 2, 17, 3, 1, 1, 1, 1] | 0.999036 | 0.998472 | 0.999371 |
11 | recluster | 2 | [2, 2, 19, 1, 1, 1, 1, 1, 1, 1] | 0.999164 | 0.998629 | 0.999468 |
16 | recluster | 3 | [2, 20, 1, 1, 1, 1, 1, 1, 1, 1] | 0.999153 | 0.998559 | 0.999459 |
21 | recluster | 4 | [21, 1, 1, 1, 1, 1, 1, 1, 1, 1] | 0.999296 | 0.998839 | 0.999575 |
26 | recluster | 5 | [2, 1, 2, 19, 1, 1, 1, 1, 1, 1] | 0.999378 | 0.999082 | 0.999609 |
1 | null | 0 | null | null | null | null |
2 | null | 0 | null | null | null | null |
3 | null | 0 | null | null | null | null |
4 | null | 0 | null | null | null | null |
5 | null | 0 | null | null | null | null |
6 | null | 1 | null | null | null | null |
7 | null | 1 | null | null | null | null |
8 | null | 1 | null | null | null | null |
9 | null | 1 | null | null | null | null |
10 | null | 1 | null | null | null | null |
11 | null | 2 | null | null | null | null |
12 | null | 2 | null | null | null | null |
13 | null | 2 | null | null | null | null |
14 | null | 2 | null | null | null | null |
15 | null | 2 | null | null | null | null |
16 | null | 3 | null | null | null | null |
17 | null | 3 | null | null | null | null |
18 | null | 3 | null | null | null | null |
19 | null | 3 | null | null | null | null |
20 | null | 3 | null | null | null | null |
21 | null | 4 | null | null | null | null |
22 | null | 4 | null | null | null | null |
23 | null | 4 | null | null | null | null |
24 | null | 4 | null | null | null | null |
25 | null | 4 | null | null | null | null |
26 | null | 5 | null | null | null | null |
27 | null | 5 | null | null | null | null |
28 | null | 5 | null | null | null | null |
29 | null | 5 | null | null | null | null |
30 | null | 5 | null | null | null | null |
6 | recluster | 1 | [6, 16, 1, 1, 1, 1, 1, 1, 1, 1] | 0.998745 | 0.99657 | 0.999453 |
11 | recluster | 2 | [3, 2, 1, 1, 1, 3, 2, 15, 1, 1] | 0.998989 | 0.996952 | 0.999497 |
16 | recluster | 3 | [6, 2, 2, 14, 1, 1, 1, 1, 1, 1] | 0.998996 | 0.997188 | 0.999622 |
21 | recluster | 4 | [19, 1, 1, 1, 1, 1, 3, 1, 1, 1] | 0.999152 | 0.997804 | 0.999586 |
26 | recluster | 5 | [6, 16, 1, 1, 1, 1, 1, 1, 1, 1] | 0.999264 | 0.998002 | 0.999719 |
1 | null | 0 | null | null | null | null |
2 | null | 0 | null | null | null | null |
3 | null | 0 | null | null | null | null |
4 | null | 0 | null | null | null | null |
5 | null | 0 | null | null | null | null |
6 | null | 1 | null | null | null | null |
7 | null | 1 | null | null | null | null |
8 | null | 1 | null | null | null | null |
9 | null | 1 | null | null | null | null |
10 | null | 1 | null | null | null | null |
11 | null | 2 | null | null | null | null |
12 | null | 2 | null | null | null | null |
13 | null | 2 | null | null | null | null |
14 | null | 2 | null | null | null | null |
15 | null | 2 | null | null | null | null |
16 | null | 3 | null | null | null | null |
17 | null | 3 | null | null | null | null |
18 | null | 3 | null | null | null | null |
19 | null | 3 | null | null | null | null |
20 | null | 3 | null | null | null | null |
21 | null | 4 | null | null | null | null |
22 | null | 4 | null | null | null | null |
23 | null | 4 | null | null | null | null |
24 | null | 4 | null | null | null | null |
25 | null | 4 | null | null | null | null |
26 | null | 5 | null | null | null | null |
27 | null | 5 | null | null | null | null |
28 | null | 5 | null | null | null | null |
29 | null | 5 | null | null | null | null |
30 | null | 5 | null | null | null | null |
6 | recluster | 1 | [2, 2, 2, 1, 2, 1, 7, 11, 1, 1] | 0.998978 | 0.998582 | 0.999235 |
11 | recluster | 2 | [2, 2, 3, 3, 1, 5, 11, 1, 1, 1] | 0.999075 | 0.998784 | 0.99932 |
16 | recluster | 3 | [1, 1, 1, 2, 5, 6, 11, 1, 1, 1] | 0.999109 | 0.998767 | 0.999353 |
21 | recluster | 4 | [2, 1, 1, 2, 8, 12, 1, 1, 1, 1] | 0.999184 | 0.998881 | 0.999401 |
26 | recluster | 5 | [3, 1, 5, 2, 2, 13, 1, 1, 1, 1] | 0.999261 | 0.999021 | 0.999453 |
1 | null | 0 | null | null | null | null |
2 | null | 0 | null | null | null | null |
3 | null | 0 | null | null | null | null |
4 | null | 0 | null | null | null | null |
5 | null | 0 | null | null | null | null |
6 | null | 1 | null | null | null | null |
7 | null | 1 | null | null | null | null |
8 | null | 1 | null | null | null | null |
9 | null | 1 | null | null | null | null |
10 | null | 1 | null | null | null | null |
11 | null | 2 | null | null | null | null |
12 | null | 2 | null | null | null | null |
13 | null | 2 | null | null | null | null |
14 | null | 2 | null | null | null | null |
15 | null | 2 | null | null | null | null |
16 | null | 3 | null | null | null | null |
17 | null | 3 | null | null | null | null |
18 | null | 3 | null | null | null | null |
19 | null | 3 | null | null | null | null |
20 | null | 3 | null | null | null | null |
21 | null | 4 | null | null | null | null |
22 | null | 4 | null | null | null | null |
23 | null | 4 | null | null | null | null |
24 | null | 4 | null | null | null | null |
25 | null | 4 | null | null | null | null |
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