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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 5 new columns ({'participant_id', 'birth_age', 'singleton', 'gender', 'birth_weight'}) and 2 missing columns ({'index', 'name'}). This happened while the csv dataset builder was generating data using hf://datasets/RichardErkhov/dhcp_anat_pipeline/participants.tsv (at revision ddcf8568107d0ca11750fa6c103b801814e9e9dd) 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 1870, in _prepare_split_single writer.write_table(table) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast return cast_table_to_schema(table, schema) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema raise CastError( datasets.table.CastError: Couldn't cast participant_id: string gender: string birth_age: double birth_weight: double singleton: string -- schema metadata -- pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 863 to {'index': Value(dtype='int64', id=None), 'name': Value(dtype='string', 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 1412, 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 988, in stream_convert_to_parquet builder._prepare_split( File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, 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 1872, 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 5 new columns ({'participant_id', 'birth_age', 'singleton', 'gender', 'birth_weight'}) and 2 missing columns ({'index', 'name'}). This happened while the csv dataset builder was generating data using hf://datasets/RichardErkhov/dhcp_anat_pipeline/participants.tsv (at revision ddcf8568107d0ca11750fa6c103b801814e9e9dd) 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)
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index
int64 | name
string |
---|---|
1 | L_Hippocampus |
2 | R_Hippocampus |
3 | L_Amygdala |
4 | R_Amygdala |
5 | L_Anterior_temporal_lobe_medial |
6 | R_Anterior_temporal_lobe_medial |
7 | L_Anterior_temporal_lobe_lateral |
8 | R_Anterior_temporal_lobe_lateral |
9 | L_Gyri_parahippocampalis_et_ambiens_anterior |
10 | R_Gyri_parahippocampalis_et_ambiens_anterior |
11 | L_Superior_temporal_gyrus_middle |
12 | R_Superior_temporal_gyrus_middle |
13 | L_Medial_and_inferior_temporal_gyri_anterior |
14 | R_Medial_and_inferior_temporal_gyri_anterior |
15 | L_Lateral_occipitotemporal_gyrus_gyrus_fusiformis_anterior |
16 | R_Lateral_occipitotemporal_gyrus_gyrus_fusiformis_anterior |
17 | L_Cerebellum |
18 | R_Cerebellum |
19 | Brainstem_spans_the_midline |
20 | R_Insula |
21 | L_Insula |
22 | R_Occipital_lobe |
23 | L_Occipital_lobe |
24 | R_Gyri_parahippocampalis_et_ambiens_posterior |
25 | L_Gyri_parahippocampalis_et_ambiens_posterior |
26 | R_Lateral_occipitotemporal_gyrus_gyrus_fusiformis_posterior |
27 | L_Lateral_occipitotemporal_gyrus_gyrus_fusiformis_posterior |
28 | R_Medial_and_inferior_temporal_gyri_posterior |
29 | L_Medial_and_inferior_temporal_gyri_posterior |
30 | R_Superior_temporal_gyrus_posterior |
31 | L_Superior_temporal_gyrus_posterior |
32 | R_Cingulate_gyrus_anterior |
33 | L_Cingulate_gyrus_anterior |
34 | R_Cingulate_gyrus_posterior |
35 | L_Cingulate_gyrus_posterior |
36 | R_Frontal_lobe |
37 | L_Frontal_lobe |
38 | R_Parietal_lobe |
39 | L_Parietal_lobe |
40 | R_Caudate_nucleus |
41 | L_Caudate_nucleus |
42 | R_Thalamus |
43 | L_Thalamus |
44 | R_Subthalamic_nucleus |
45 | L_Subthalamic_nucleus |
46 | R_Lentiform_Nucleus |
47 | L_Lentiform_Nucleus |
48 | Corpus_Callosum |
49 | L_Lateral_Ventricle |
50 | R_Lateral_Ventricle |
1 | Cerebrospinal Fluid |
2 | Cortical Grey Matter |
3 | White Matter |
4 | Background |
5 | Ventricle |
6 | Cerebellum |
7 | Deep Grey Matter |
8 | Brainstem |
9 | Hippocampus |
null | null |
null | null |
null | null |
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