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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 3 new columns ({'id', 'created_at', 'condition_order'}) and 5 missing columns ({'extension', 'speedup_pct', 'diff_s', 'control', 'task_type'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ttn0011/pageguide_userstudy/sessions.csv (at revision 5a3472ec7c58ef4bf726fe7910dc2d583faa5205), [/tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/paired_times.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/paired_times.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/sessions.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/sessions.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/stats_results.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/stats_results.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/summary.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/summary.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/survey_summary.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/survey_summary.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/tasks.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/tasks.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
id: int64
participant_id: string
condition_order: string
created_at: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 740
to
{'participant_id': Value('int64'), 'task_type': Value('string'), 'control': Value('float64'), 'extension': Value('float64'), 'diff_s': Value('float64'), 'speedup_pct': 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 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 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 3 new columns ({'id', 'created_at', 'condition_order'}) and 5 missing columns ({'extension', 'speedup_pct', 'diff_s', 'control', 'task_type'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ttn0011/pageguide_userstudy/sessions.csv (at revision 5a3472ec7c58ef4bf726fe7910dc2d583faa5205), [/tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/paired_times.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/paired_times.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/sessions.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/sessions.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/stats_results.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/stats_results.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/summary.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/summary.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/survey_summary.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/survey_summary.csv), /tmp/hf-datasets-cache/medium/datasets/94848376717382-config-parquet-and-info-ttn0011-pageguide_userstu-4c3bd7d5/hub/datasets--ttn0011--pageguide_userstudy/snapshots/5a3472ec7c58ef4bf726fe7910dc2d583faa5205/tasks.csv (origin=hf://datasets/ttn0011/pageguide_userstudy@5a3472ec7c58ef4bf726fe7910dc2d583faa5205/tasks.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.
participant_id int64 | task_type string | control float64 | extension float64 | diff_s float64 | speedup_pct float64 |
|---|---|---|---|---|---|
100 | find | 49.795 | 180.993 | -131.198 | -263.5 |
100 | guide | 57.67 | 180.993 | -123.323 | -213.8 |
100 | hide | 104.027 | 60.631 | 43.396 | 41.7 |
101 | find | 178.591 | 45.235 | 133.356 | 74.7 |
101 | guide | 139.971 | 89.536 | 50.435 | 36 |
101 | hide | 153.516 | 40.133 | 113.383 | 73.9 |
103 | find | 47.976 | 180.996 | -133.02 | -277.3 |
103 | guide | 180.029 | 180.997 | -0.968 | -0.5 |
103 | hide | 103.105 | 119.508 | -16.403 | -15.9 |
104 | find | 44.02 | 44.552 | -0.532 | -1.2 |
104 | guide | 86.941 | 180.002 | -93.061 | -107 |
104 | hide | 26.945 | 105.412 | -78.467 | -291.2 |
105 | find | 84.228 | 54.762 | 29.466 | 35 |
105 | guide | 76.44 | 91.26 | -14.82 | -19.4 |
105 | hide | 114.623 | 26.789 | 87.834 | 76.6 |
106 | find | 86.9 | 34.324 | 52.576 | 60.5 |
106 | guide | 180.014 | 22.418 | 157.596 | 87.5 |
106 | hide | 99.463 | 35.436 | 64.027 | 64.4 |
107 | find | 46.978 | 22.939 | 24.039 | 51.2 |
107 | guide | 36.734 | 78.659 | -41.925 | -114.1 |
107 | hide | 24.061 | 41.699 | -17.638 | -73.3 |
108 | find | 141.009 | 154.906 | -13.897 | -9.9 |
108 | guide | 94.885 | 92.459 | 2.426 | 2.6 |
108 | hide | 167.089 | 75.223 | 91.866 | 55 |
109 | find | 60.938 | 35.734 | 25.204 | 41.4 |
109 | guide | 73.853 | 111.053 | -37.2 | -50.4 |
109 | hide | 63.579 | 28.595 | 34.984 | 55 |
110 | guide | 15.741 | 28.531 | -12.79 | -81.3 |
110 | hide | 52.625 | 61.359 | -8.734 | -16.6 |
111 | find | 65.162 | 42.359 | 22.803 | 35 |
111 | guide | 65.815 | 80.54 | -14.725 | -22.4 |
111 | hide | 56.143 | 28.909 | 27.234 | 48.5 |
118 | find | 32.621 | 74.147 | -41.526 | -127.3 |
118 | guide | 13.798 | 10.862 | 2.936 | 21.3 |
118 | hide | 7.127 | 19.131 | -12.004 | -168.4 |
119 | find | 45.51 | 147.869 | -102.359 | -224.9 |
119 | guide | 57.529 | 133.812 | -76.283 | -132.6 |
119 | hide | 30.061 | 22.966 | 7.095 | 23.6 |
120 | find | 159.702 | 79.945 | 79.757 | 49.9 |
120 | guide | 180.001 | 87.843 | 92.158 | 51.2 |
122 | find | 65.789 | 135.281 | -69.492 | -105.6 |
122 | guide | 163.555 | 180.009 | -16.454 | -10.1 |
122 | hide | 180.002 | 91.975 | 88.027 | 48.9 |
123 | find | 12.476 | 43.707 | -31.231 | -250.3 |
123 | guide | 41.376 | 180.009 | -138.633 | -335.1 |
123 | hide | 65.856 | 22.722 | 43.134 | 65.5 |
124 | find | 153.21 | 133.923 | 19.287 | 12.6 |
124 | guide | 32.314 | 116.966 | -84.652 | -262 |
124 | hide | 167.272 | 19.595 | 147.677 | 88.3 |
125 | find | 167.711 | 177.413 | -9.702 | -5.8 |
125 | guide | 180.012 | 172.164 | 7.848 | 4.4 |
125 | hide | 180.011 | 47.064 | 132.947 | 73.9 |
126 | find | 53.549 | 38.095 | 15.454 | 28.9 |
126 | guide | 43.383 | 180.007 | -136.624 | -314.9 |
126 | hide | 47.523 | 39.257 | 8.266 | 17.4 |
127 | find | 56.831 | 33.834 | 22.997 | 40.5 |
127 | guide | 27.67 | 180.015 | -152.345 | -550.6 |
127 | hide | 90.519 | 174.195 | -83.676 | -92.4 |
129 | find | 29.482 | 17.894 | 11.588 | 39.3 |
129 | guide | 46.684 | 180.01 | -133.326 | -285.6 |
129 | hide | 111.44 | 49.641 | 61.799 | 55.5 |
131 | find | 73.912 | 73.336 | 0.576 | 0.8 |
131 | guide | 31.924 | 38.259 | -6.335 | -19.8 |
131 | hide | 13.993 | 49.16 | -35.167 | -251.3 |
132 | find | 68.708 | 36.809 | 31.899 | 46.4 |
132 | guide | 75.245 | 180.002 | -104.757 | -139.2 |
132 | hide | 98 | 43.405 | 54.595 | 55.7 |
133 | find | 35.583 | 59.765 | -24.182 | -68 |
133 | guide | 93.303 | 44.648 | 48.655 | 52.1 |
133 | hide | 56.445 | 25.083 | 31.362 | 55.6 |
134 | find | 151.553 | 27.808 | 123.745 | 81.7 |
134 | guide | 79.737 | 52.42 | 27.317 | 34.3 |
134 | hide | 130.156 | 18.304 | 111.852 | 85.9 |
135 | find | 120.876 | 24.304 | 96.572 | 79.9 |
135 | guide | 44.557 | 34.274 | 10.283 | 23.1 |
135 | hide | 168.789 | 17.696 | 151.093 | 89.5 |
136 | find | 118.436 | 180.005 | -61.569 | -52 |
137 | find | 33.364 | 61.511 | -28.147 | -84.4 |
137 | guide | 180.003 | 180.003 | 0 | 0 |
137 | hide | 97.291 | 23.157 | 74.134 | 76.2 |
138 | find | 86.637 | 47.776 | 38.861 | 44.9 |
138 | guide | 25.878 | 66.83 | -40.952 | -158.3 |
138 | hide | 34.22 | 23.078 | 11.142 | 32.6 |
140 | find | 138.773 | 24.568 | 114.205 | 82.3 |
140 | guide | 44.584 | 157.489 | -112.905 | -253.2 |
140 | hide | 17.167 | 29.842 | -12.675 | -73.8 |
141 | find | 52.893 | 69.996 | -17.103 | -32.3 |
141 | guide | 42.439 | 127.18 | -84.741 | -199.7 |
141 | hide | 103.873 | 52.086 | 51.787 | 49.9 |
142 | find | 102.102 | 58.063 | 44.039 | 43.1 |
142 | guide | 13.11 | 137.173 | -124.063 | -946.3 |
142 | hide | 55.513 | 27.952 | 27.561 | 49.6 |
143 | find | 76.258 | 53.78 | 22.478 | 29.5 |
143 | guide | 101.799 | 180.012 | -78.213 | -76.8 |
143 | hide | 53.818 | 22.785 | 31.033 | 57.7 |
144 | find | 104.844 | 44.095 | 60.749 | 57.9 |
144 | guide | 77.306 | 64.188 | 13.118 | 17 |
144 | hide | 57.393 | 22.88 | 34.513 | 60.1 |
145 | find | 22.608 | 63.504 | -40.896 | -180.9 |
145 | guide | 65.347 | 30.443 | 34.904 | 53.4 |
End of preview.