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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 ({'recall', 'threshold', 'auc_roc', 'f1_macro', 'precision', 'accuracy', 'f1_binary', 'f1_weighted', 'fpr', 'round_time_s', 'comm_mb'}) and 5 missing columns ({'event', 'avg_sim', 'cluster_sizes', 'min_sim', 'max_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 1837, 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 2369, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2297, 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 890, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 951, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1683, 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 1839, 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 ({'recall', 'threshold', 'auc_roc', 'f1_macro', 'precision', 'accuracy', 'f1_binary', 'f1_weighted', 'fpr', 'round_time_s', 'comm_mb'}) and 5 missing columns ({'event', 'avg_sim', 'cluster_sizes', 'min_sim', 'max_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, 1, 3, 1, 5, 2, 2, 13, 1] | 0.998287 | 0.996708 | 0.999016 |
11 | recluster | 2 | [2, 18, 2, 1, 1, 1, 1, 1, 2, 1] | 0.998527 | 0.996637 | 0.999213 |
16 | recluster | 3 | [1, 1, 1, 1, 2, 4, 3, 15, 1, 1] | 0.998453 | 0.996188 | 0.999245 |
21 | recluster | 4 | [6, 12, 2, 3, 2, 1, 1, 1, 1, 1] | 0.997868 | 0.995122 | 0.998934 |
26 | recluster | 5 | [2, 1, 1, 16, 5, 1, 1, 1, 1, 1] | 0.997497 | 0.994428 | 0.99895 |
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 | [1, 1, 3, 1, 16, 4, 1, 1, 1, 1] | 0.998181 | 0.995437 | 0.999384 |
11 | recluster | 2 | [1, 1, 19, 1, 1, 3, 1, 1, 1, 1] | 0.998845 | 0.99758 | 0.999583 |
16 | recluster | 3 | [1, 1, 2, 2, 18, 2, 1, 1, 1, 1] | 0.998176 | 0.995151 | 0.999518 |
21 | recluster | 4 | [2, 1, 1, 1, 5, 8, 8, 1, 2, 1] | 0.998029 | 0.995153 | 0.999494 |
26 | recluster | 5 | [1, 1, 10, 5, 8, 1, 1, 1, 1, 1] | 0.99756 | 0.993541 | 0.999262 |
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, 1, 18, 1, 1, 1, 1] | 0.997271 | 0.993509 | 0.998767 |
11 | recluster | 2 | [1, 1, 1, 1, 21, 1, 1, 1, 1, 1] | 0.997646 | 0.995583 | 0.99853 |
16 | recluster | 3 | [2, 1, 2, 2, 3, 15, 2, 1, 1, 1] | 0.997541 | 0.992683 | 0.998797 |
21 | recluster | 4 | [3, 1, 1, 2, 2, 3, 13, 3, 1, 1] | 0.998007 | 0.996814 | 0.998826 |
26 | recluster | 5 | [2, 1, 1, 1, 2, 1, 2, 8, 11, 1] | 0.997988 | 0.995906 | 0.998866 |
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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