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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 9 new columns ({'Size', 'NumDays', 'reference_date', 'developer', 'Adds', 'file_path', 'DOE', 'repo', 'FA'}) and 4 missing columns ({'dates', 'len', 'th', 'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/SamUtz1/distrack-data/pandas-dev/pandas/KnowledgeDistribution/doe.csv (at revision c083d39205e17793669e137bfcfc8050317cfcba), ['hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjEwMjA0OTY=_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjEwNjQ3MDgy_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjMyOTU5MQ==_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjgwNzg5Njg=_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjk1Mzk5Mg==_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/KnowledgeDistribution/doe.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjEwMjA0OTY=_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjEwNjQ3MDgy_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjMyOTU5MQ==_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjgwNzg5Njg=_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjk1Mzk5Mg==_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/all_users_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/dev_names.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/tf_devs.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/SocialTechnicalNetwork/daily_interactions.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/SocialTechnicalNetwork/edge_list.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/SocialTechnicalNetwork/social_technical_metrics.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Timelines/timeline_combined.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/commit_list.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/excluded_data_points.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/pauses_commits.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/per_file_commits.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/prs_comments.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/prs_repo.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/repo_tree.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 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
developer: string
file_path: string
Adds: int64
FA: int64
NumDays: int64
Size: int64
repo: string
reference_date: string
DOE: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1264
to
{'Unnamed: 0': Value('int64'), 'len': Value('int64'), 'dates': Value('string'), 'th': 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 1343, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 907, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
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 9 new columns ({'Size', 'NumDays', 'reference_date', 'developer', 'Adds', 'file_path', 'DOE', 'repo', 'FA'}) and 4 missing columns ({'dates', 'len', 'th', 'Unnamed: 0'}).
This happened while the csv dataset builder was generating data using
hf://datasets/SamUtz1/distrack-data/pandas-dev/pandas/KnowledgeDistribution/doe.csv (at revision c083d39205e17793669e137bfcfc8050317cfcba), ['hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjEwMjA0OTY=_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjEwNjQ3MDgy_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjMyOTU5MQ==_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjgwNzg5Njg=_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Breaks/MDQ6VXNlcjk1Mzk5Mg==_breaks.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/KnowledgeDistribution/doe.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjEwMjA0OTY=_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjEwNjQ3MDgy_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjMyOTU5MQ==_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjgwNzg5Njg=_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/MDQ6VXNlcjk1Mzk5Mg==_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/all_users_labeled_timeline.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/dev_names.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Results/tf_devs.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/SocialTechnicalNetwork/daily_interactions.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/SocialTechnicalNetwork/edge_list.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/SocialTechnicalNetwork/social_technical_metrics.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/Timelines/timeline_combined.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/commit_list.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/excluded_data_points.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/pauses_commits.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/per_file_commits.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/prs_comments.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/prs_repo.csv', 'hf://datasets/SamUtz1/distrack-data@c083d39205e17793669e137bfcfc8050317cfcba/pandas-dev/pandas/repo_tree.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.
Unnamed: 0 int64 | len int64 | dates string | th float64 |
|---|---|---|---|
0 | 48 | 2013-07-15/2013-08-31 | 18 |
1 | 24 | 2013-11-24/2013-12-17 | 23.5 |
2 | 16 | 2013-10-21/2013-11-05 | 15 |
3 | 9 | 2013-12-19/2013-12-27 | 7 |
4 | 13 | 2013-11-07/2013-11-19 | 7 |
5 | 10 | 2014-02-28/2014-03-09 | 8 |
6 | 8 | 2014-03-20/2014-03-27 | 6 |
7 | 8 | 2014-06-06/2014-06-13 | 7 |
8 | 13 | 2014-07-15/2014-07-27 | 9 |
9 | 10 | 2014-09-22/2014-10-01 | 7 |
10 | 8 | 2014-11-21/2014-11-28 | 6 |
11 | 12 | 2014-12-25/2015-01-05 | 7 |
12 | 9 | 2015-04-16/2015-04-24 | 7 |
13 | 8 | 2015-07-18/2015-07-25 | 7 |
14 | 11 | 2015-11-26/2015-12-06 | 10.5 |
15 | 47 | 2016-02-23/2016-04-09 | 15 |
16 | 15 | 2016-04-12/2016-04-26 | 13 |
17 | 34 | 2016-04-28/2016-05-31 | 32 |
18 | 20 | 2016-06-03/2016-06-22 | 12.75 |
19 | 13 | 2016-07-28/2016-08-09 | 12.75 |
20 | 30 | 2017-06-29/2017-07-28 | 16.25 |
21 | 35 | 2017-08-11/2017-09-14 | 20.5 |
22 | 12 | 2017-10-28/2017-11-08 | 9 |
23 | 10 | 2017-12-12/2017-12-21 | 9 |
24 | 20 | 2017-12-23/2018-01-11 | 9 |
25 | 14 | 2018-04-03/2018-04-16 | 13.5 |
26 | 17 | 2018-09-07/2018-09-23 | 10 |
27 | 14 | 2018-08-23/2018-09-05 | 10 |
28 | 19 | 2018-12-14/2019-01-01 | 13 |
29 | 23 | 2019-03-13/2019-04-04 | 20 |
30 | 20 | 2019-07-10/2019-07-29 | 17 |
31 | 11 | 2019-05-22/2019-06-01 | 9 |
32 | 20 | 2019-08-21/2019-09-09 | 9 |
33 | 14 | 2019-12-23/2020-01-05 | 12 |
34 | 9 | 2019-10-30/2019-11-07 | 8 |
35 | 18 | 2020-02-22/2020-03-10 | 9 |
36 | 10 | 2020-06-26/2020-07-05 | 9 |
37 | 11 | 2020-07-16/2020-07-26 | 9 |
38 | 16 | 2020-07-28/2020-08-12 | 12 |
39 | 15 | 2020-10-01/2020-10-15 | 13 |
40 | 33 | 2021-05-06/2021-06-07 | 7 |
41 | 49 | 2021-06-16/2021-08-03 | 12 |
42 | 42 | 2021-08-11/2021-09-21 | 22 |
43 | 21 | 2021-09-23/2021-10-13 | 12 |
44 | 13 | 2021-10-24/2021-11-05 | 12 |
45 | 17 | 2021-12-15/2021-12-31 | 8 |
46 | 10 | 2022-01-02/2022-01-11 | 8 |
47 | 22 | 2022-01-25/2022-02-15 | 8 |
48 | 29 | 2022-04-07/2022-05-05 | 26 |
49 | 25 | 2022-03-12/2022-04-05 | 22 |
50 | 24 | 2022-06-23/2022-07-16 | 21 |
51 | 22 | 2022-09-15/2022-10-06 | 17.75 |
52 | 24 | 2022-10-08/2022-10-31 | 23 |
53 | 14 | 2023-03-24/2023-04-06 | 13 |
54 | 14 | 2023-05-01/2023-05-14 | 13 |
55 | 19 | 2023-09-17/2023-10-05 | 17 |
56 | 16 | 2023-12-22/2024-01-06 | 15.75 |
57 | 28 | 2024-01-19/2024-02-15 | 18 |
58 | 37 | 2024-05-04/2024-06-09 | 29 |
59 | 41 | 2024-06-13/2024-07-23 | 28 |
60 | 16 | 2024-10-12/2024-10-27 | 8 |
61 | 27 | 2025-02-18/2025-03-16 | 19.5 |
62 | 51 | 2025-03-20/2025-05-09 | 33 |
63 | 21 | 2025-05-20/2025-06-09 | 20 |
64 | 13 | 2025-08-22/2025-09-03 | 10 |
65 | 10 | 2025-10-24/2025-11-02 | 9 |
66 | 10 | 2025-11-14/2025-11-23 | 9 |
67 | 19 | 2026-02-20/2026-03-10 | 16 |
0 | 11 | 2016-10-30/2016-11-09 | 9 |
1 | 12 | 2017-01-12/2017-01-23 | 9 |
2 | 10 | 2017-01-31/2017-02-09 | 9 |
3 | 9 | 2017-02-19/2017-02-27 | 8.25 |
4 | 85 | 2017-05-02/2017-07-25 | 27 |
5 | 48 | 2017-09-21/2017-11-07 | 34.75 |
6 | 22 | 2017-08-08/2017-08-29 | 17 |
7 | 24 | 2018-01-15/2018-02-07 | 15 |
8 | 13 | 2018-03-29/2018-04-10 | 9 |
9 | 23 | 2018-04-12/2018-05-04 | 17 |
10 | 11 | 2018-05-30/2018-06-09 | 10 |
11 | 10 | 2018-07-09/2018-07-18 | 6 |
12 | 13 | 2018-10-04/2018-10-16 | 9 |
13 | 7 | 2018-12-03/2018-12-09 | 6 |
14 | 7 | 2018-12-11/2018-12-17 | 6 |
15 | 15 | 2019-04-22/2019-05-06 | 12 |
16 | 18 | 2019-06-08/2019-06-25 | 13 |
17 | 25 | 2019-08-08/2019-09-01 | 13 |
18 | 9 | 2019-07-26/2019-08-03 | 8 |
19 | 18 | 2019-09-04/2019-09-21 | 8 |
20 | 43 | 2019-09-24/2019-11-05 | 21 |
21 | 14 | 2019-11-07/2019-11-20 | 9 |
22 | 13 | 2019-12-11/2019-12-23 | 9 |
23 | 8 | 2020-10-23/2020-10-30 | 7.25 |
24 | 12 | 2020-11-29/2020-12-10 | 11.25 |
25 | 12 | 2021-02-13/2021-02-24 | 11 |
26 | 22 | 2021-04-10/2021-05-01 | 13 |
27 | 9 | 2021-06-16/2021-06-24 | 8 |
28 | 32 | 2021-07-13/2021-08-13 | 8 |
29 | 8 | 2021-06-01/2021-06-08 | 7 |
30 | 13 | 2021-10-07/2021-10-19 | 9 |
31 | 9 | 2021-09-25/2021-10-03 | 8 |
End of preview.
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