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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 4 new columns ({'setsize', 'score', 'pval', 'overlap'}) and 8 missing columns ({'setsize_std', 'overlap_mean', 'score_std', 'score_mean', 'pval_std', 'overlap_std', 'setsize_mean', 'pval_mean'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ligdis/interpro_repeat/fragment/C001/C001_val_log2fc/harmon.tsv (at revision 80e1614450fdb9457f94316ba0bf4200aec204f5)
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
term: string
overlap: int64
setsize: int64
score: double
pval: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 810
to
{'term': Value(dtype='string', id=None), 'overlap_mean': Value(dtype='float64', id=None), 'setsize_mean': Value(dtype='float64', id=None), 'score_mean': Value(dtype='float64', id=None), 'pval_mean': Value(dtype='float64', id=None), 'overlap_std': Value(dtype='float64', id=None), 'setsize_std': Value(dtype='float64', id=None), 'score_std': Value(dtype='float64', id=None), 'pval_std': Value(dtype='float64', 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 1420, 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 1052, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
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 4 new columns ({'setsize', 'score', 'pval', 'overlap'}) and 8 missing columns ({'setsize_std', 'overlap_mean', 'score_std', 'score_mean', 'pval_std', 'overlap_std', 'setsize_mean', 'pval_mean'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ligdis/interpro_repeat/fragment/C001/C001_val_log2fc/harmon.tsv (at revision 80e1614450fdb9457f94316ba0bf4200aec204f5)
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.
term string | overlap_mean float64 | setsize_mean float64 | score_mean float64 | pval_mean float64 | overlap_std float64 | setsize_std float64 | score_std float64 | pval_std float64 |
|---|---|---|---|---|---|---|---|---|
Adenomatous polyposis coli (APC) repeat [IPR041257] | 0.330709 | 1 | 0.709597 | 0.214875 | 0.470468 | 0 | 1.880529 | 0.245976 |
Adenomatous polyposis coli protein repeat [IPR009223] | 0.330709 | 1 | 0.709597 | 0.214875 | 0.470468 | 0 | 1.880529 | 0.245976 |
Adenomatous polyposis coli protein, 15 residue repeat [IPR009240] | 0.330709 | 1 | 0.709597 | 0.214875 | 0.470468 | 0 | 1.880529 | 0.245976 |
Ankyrin repeat [IPR002110] | 5.674757 | 17.478155 | -0.281649 | 0.599481 | 3.528118 | 3.873235 | 0.775982 | 0.294448 |
Annexin repeat [IPR018502] | 2.915049 | 5.973301 | -0.413607 | 0.473816 | 1.584226 | 0.67318 | 0.993496 | 0.31608 |
Armadillo [IPR000225] | 5.961165 | 15.747573 | -0.377719 | 0.612452 | 3.618111 | 1.741657 | 0.719165 | 0.298883 |
Atypical Arm repeat [IPR032413] | 1.900485 | 4.162621 | -0.085972 | 0.596126 | 1.215714 | 0.679278 | 0.833484 | 0.300275 |
BIR repeat [IPR001370] | 0.792683 | 1.246341 | -0.650756 | 0.319428 | 0.535059 | 0.43088 | 1.698604 | 0.318788 |
Beta-propeller repeat TECPR [IPR006624] | 0.78866 | 1.030928 | -1.068807 | 0.23402 | 0.432775 | 0.173122 | 1.634381 | 0.258343 |
BspA type Leucine rich repeat region [IPR026906] | 0.456522 | 1.030435 | 0.254993 | 0.186906 | 0.498106 | 0.17178 | 2.114785 | 0.234749 |
CSPG repeat [IPR039005] | 0.459459 | 1 | 0.155022 | 0.146724 | 0.498354 | 0 | 2.06646 | 0.212182 |
Calponin repeat [IPR000557] | 1.73301 | 2.839806 | -0.426602 | 0.505407 | 0.919887 | 0.366786 | 1.002198 | 0.311374 |
Cation-independent mannose-6-phosphate receptor repeat [IPR000479] | 0.458738 | 1 | -0.053068 | 0.150668 | 0.498295 | 0 | 2.283437 | 0.224227 |
Chromosome region maintenance repeat [IPR041123] | 0.648058 | 1 | -0.525076 | 0.334769 | 0.477576 | 0 | 1.575646 | 0.28916 |
Clathrin, heavy chain, propeller repeat [IPR022365] | 0.665049 | 1 | -0.614087 | 0.333761 | 0.471973 | 0 | 1.557242 | 0.299678 |
Clathrin, heavy chain/VPS, 7-fold repeat [IPR000547] | 1.019417 | 2.640777 | -0.041595 | 0.588618 | 0.818246 | 0.862986 | 0.993745 | 0.322081 |
Collagen triple helix repeat [IPR008160] | 0.449367 | 1.018987 | 0.344922 | 0.113396 | 0.509995 | 0.13648 | 2.398602 | 0.196841 |
Cysteine-rich Golgi apparatus protein 1 repeat [IPR001893] | 0.282116 | 1 | 0.954715 | 0.09767 | 0.450029 | 0 | 2.260422 | 0.176657 |
Cysteine-rich Golgi apparatus protein 1 repeat, eukaryote [IPR017873] | 0.282116 | 1 | 0.954715 | 0.09767 | 0.450029 | 0 | 2.260422 | 0.176657 |
Exportin-1, repeat 2 [IPR041235] | 0.648058 | 1 | -0.525076 | 0.334769 | 0.477576 | 0 | 1.575646 | 0.28916 |
Exportin-1, repeat 3 [IPR040485] | 0.648058 | 1 | -0.525076 | 0.334769 | 0.477576 | 0 | 1.575646 | 0.28916 |
FG-GAP repeat [IPR013517] | 0.685315 | 1.321678 | 0.019034 | 0.289778 | 0.652264 | 0.46712 | 1.822651 | 0.313725 |
Filamin/ABP280 repeat [IPR001298] | 2.893204 | 4.31068 | -1.029584 | 0.340836 | 1.003998 | 0.502984 | 0.939499 | 0.299171 |
Filamin/ABP280 repeat-like [IPR017868] | 3.058252 | 4.932039 | -1.014087 | 0.344442 | 1.183013 | 0.753788 | 0.950759 | 0.306645 |
Fis1, C-terminal tetratricopeptide repeat [IPR028061] | 0.176471 | 1 | 1.43444 | 0.146256 | 0.38122 | 0 | 1.730032 | 0.223749 |
Fis1, N-terminal tetratricopeptide repeat [IPR028058] | 0.176471 | 1 | 1.43444 | 0.146256 | 0.38122 | 0 | 1.730032 | 0.223749 |
Furin-like repeat [IPR006212] | 0.592233 | 1.194175 | -0.194018 | 0.263283 | 0.581877 | 0.395564 | 1.973068 | 0.294223 |
G-protein beta WD-40 repeat [IPR020472] | 16.953883 | 34.029126 | -1.175506 | 0.367149 | 6.056394 | 3.330373 | 1.151481 | 0.340499 |
GTF2I-like repeat [IPR004212] | 0.740291 | 1 | -0.861639 | 0.291123 | 0.438475 | 0 | 1.474902 | 0.278166 |
HAT (Half-A-TPR) repeat [IPR003107] | 3.961165 | 7.349515 | -0.722123 | 0.459937 | 1.839018 | 0.618623 | 0.75615 | 0.30612 |
HEAT repeat [IPR000357] | 2.67233 | 6.291262 | 0.455706 | 0.467694 | 1.733987 | 1.241523 | 0.954135 | 0.307691 |
HEAT repeat associated with sister chromatid cohesion protein [IPR026003] | 1.02681 | 1.544236 | -0.896887 | 0.327844 | 0.607663 | 0.498039 | 1.488853 | 0.323724 |
HEAT, type 2 [IPR021133] | 4.679612 | 12.121359 | -0.012584 | 0.592627 | 2.862423 | 1.226658 | 0.860815 | 0.311263 |
HUWE1/Rev1, ubiquitin binding region [IPR025527] | 0.648058 | 1.014563 | -0.507819 | 0.272192 | 0.482631 | 0.119796 | 1.721953 | 0.270935 |
Hexapeptide repeat [IPR001451] | 1.071429 | 2.495074 | 0.231245 | 0.550893 | 0.900094 | 0.728535 | 1.036744 | 0.320999 |
Hs1/Cortactin [IPR003134] | 0.5 | 1 | -0.025997 | 0.347702 | 0.5 | 0 | 1.55727 | 0.296419 |
Huntingtin, middle-repeat [IPR024613] | 0.486957 | 1 | 0.045076 | 0.232548 | 0.49983 | 0 | 1.934011 | 0.267668 |
Importin repeat 4 [IPR041653] | 0.5 | 1.480583 | 0.517771 | 0.425565 | 0.580843 | 0.499623 | 1.341745 | 0.32166 |
Importin repeat 6 [IPR041389] | 0.5 | 1.480583 | 0.517771 | 0.425565 | 0.580843 | 0.499623 | 1.341745 | 0.32166 |
Importin repeat [IPR040928] | 0.220874 | 1 | 0.793277 | 0.300624 | 0.414836 | 0 | 1.438414 | 0.2681 |
Integrin alpha beta-propellor [IPR013519] | 0.685315 | 1.321678 | 0.019034 | 0.289778 | 0.652264 | 0.46712 | 1.822651 | 0.313725 |
KI67R [IPR012568] | 0.832524 | 1 | -1.524835 | 0.15476 | 0.3734 | 0 | 1.765575 | 0.23311 |
KNL1 MELT repeat [IPR043651] | 0.571429 | 1 | -0.449624 | 0.150088 | 0.494872 | 0 | 2.005038 | 0.203583 |
Kelch repeat type 1 [IPR006652] | 0.893204 | 2.007282 | -0.515525 | 0.398449 | 0.787186 | 0.912399 | 1.365974 | 0.325104 |
Kelch repeat type 2 [IPR011498] | 0.255319 | 1.143617 | 1.101468 | 0.192925 | 0.448073 | 0.350701 | 1.9226 | 0.274974 |
Kinesin light chain repeat [IPR015792] | 0.82767 | 2.09466 | 0.644991 | 0.451846 | 0.73861 | 0.72959 | 1.120638 | 0.318558 |
LDLR class B repeat [IPR000033] | 0.983673 | 1.697959 | -0.549615 | 0.217883 | 0.912352 | 1.204835 | 2.095469 | 0.276698 |
Leucine rich repeat 4 [IPR025875] | 1.308252 | 2.961165 | -0.114999 | 0.598477 | 0.835865 | 0.324481 | 0.905192 | 0.3087 |
Leucine-rich repeat [IPR001611] | 7.927184 | 22.259709 | -0.529076 | 0.525039 | 3.761008 | 3.927502 | 0.839693 | 0.309306 |
Leucine-rich repeat, cysteine-containing subtype [IPR006553] | 1.677184 | 2.640777 | -0.830999 | 0.401914 | 0.875871 | 0.669797 | 1.07108 | 0.306641 |
Leucine-rich repeat, typical subtype [IPR003591] | 4.490291 | 13.313107 | -0.379429 | 0.564681 | 2.663563 | 2.792417 | 0.783092 | 0.295689 |
Low-density lipoprotein (LDL) receptor class A repeat [IPR002172] | 1.157767 | 2.213592 | -0.461857 | 0.378404 | 0.963843 | 1.321227 | 1.465772 | 0.322448 |
MORN motif [IPR003409] | 0.358974 | 1 | 0.495079 | 0.250014 | 0.4797 | 0 | 1.633169 | 0.275874 |
Mbt repeat [IPR004092] | 0.838046 | 1.293059 | -0.59899 | 0.337924 | 0.622618 | 0.482579 | 1.54986 | 0.303901 |
Microtubule associated protein, tubulin-binding repeat [IPR001084] | 0.786408 | 1 | -1.41575 | 0.161515 | 0.409842 | 0 | 1.801378 | 0.237265 |
Mitochondrial substrate/solute carrier [IPR018108] | 9.148058 | 20.713592 | 2.041103 | 0.141188 | 5.368907 | 1.827649 | 1.309103 | 0.242818 |
NHL repeat [IPR001258] | 0.662404 | 1.265985 | -0.292135 | 0.331528 | 0.53386 | 0.501501 | 1.730523 | 0.308629 |
Nebulin repeat [IPR000900] | 0.341333 | 1 | 0.483767 | 0.276324 | 0.474157 | 0 | 1.693033 | 0.262581 |
Neuraxin/MAP1B repeat [IPR000102] | 0.734694 | 1 | -0.926296 | 0.210749 | 0.441496 | 0 | 1.76656 | 0.250002 |
Opioid growth factor receptor repeat [IPR006770] | 0.584416 | 1 | -0.39752 | 0.220513 | 0.492822 | 0 | 1.938672 | 0.260367 |
P120R repeat [IPR012586] | 0.868932 | 1 | -1.463038 | 0.181753 | 0.337475 | 0 | 1.516623 | 0.233613 |
PBS lyase HEAT-like repeat [IPR004155] | 0.307888 | 1 | 0.753894 | 0.161659 | 0.46162 | 0 | 2.099797 | 0.235267 |
PFTB repeat [IPR001330] | 0.535032 | 1.455414 | 0.806886 | 0.283592 | 0.586783 | 0.540923 | 1.759377 | 0.306215 |
PPAK motif [IPR004168] | 0.153846 | 1 | 1.388025 | 0.070181 | 0.360801 | 0 | 1.871511 | 0.104148 |
PQ-loop repeat [IPR006603] | 0.531429 | 1 | -0.386764 | 0.163621 | 0.499011 | 0 | 2.261922 | 0.238408 |
Paired amphipathic helix [IPR003822] | 0.715405 | 1.229765 | -0.320764 | 0.366145 | 0.568951 | 0.420682 | 1.58804 | 0.321527 |
Parallel beta-helix repeat [IPR006626] | 0.266234 | 1 | 0.821529 | 0.245187 | 0.441988 | 0 | 1.67614 | 0.26435 |
Pentatricopeptide repeat [IPR002885] | 2.441748 | 3.873786 | -0.247173 | 0.576925 | 1.067619 | 0.33932 | 0.769963 | 0.278651 |
Plectin repeat [IPR001101] | 2.415049 | 4.81068 | -0.620944 | 0.357871 | 1.26762 | 0.391763 | 1.117388 | 0.293641 |
Plexin repeat [IPR002165] | 0.583333 | 1.316667 | 0.27189 | 0.29809 | 0.659335 | 0.516129 | 1.88463 | 0.320003 |
Proteasome/cyclosome repeat [IPR002015] | 1.451456 | 2 | -0.308819 | 0.611032 | 0.623234 | 0 | 0.922412 | 0.321053 |
Protein of unknown function DM15 [IPR006607] | 0.495146 | 1 | 0.08675 | 0.377897 | 0.499976 | 0 | 1.475463 | 0.294098 |
Protein prenyltransferase, alpha subunit [IPR002088] | 0.594752 | 1.588921 | 0.302914 | 0.392687 | 0.626598 | 0.632082 | 1.520799 | 0.332915 |
Proteinase inhibitor I27, calpastatin [IPR001259] | 0.779449 | 1 | -1.296337 | 0.15358 | 0.414618 | 0 | 1.890798 | 0.221705 |
Pumilio RNA-binding repeat [IPR001313] | 1.201456 | 2.682039 | -0.31283 | 0.588579 | 0.898055 | 0.644896 | 0.956327 | 0.329688 |
Putative TPR-like repeat [IPR031545] | 0.667476 | 1 | -0.58256 | 0.280726 | 0.471118 | 0 | 1.676818 | 0.277822 |
Pyrrolo-quinoline quinone repeat [IPR002372] | 0.521845 | 1 | -0.058552 | 0.349774 | 0.499523 | 0 | 1.573195 | 0.296718 |
RNA helicase p68 repeat [IPR012587] | 0.458738 | 1 | 0.09414 | 0.324803 | 0.498295 | 0 | 1.60969 | 0.285488 |
RNA polymerase II, heptapeptide repeat, eukaryotic [IPR000684] | 0.730583 | 1 | -0.889893 | 0.26632 | 0.443657 | 0 | 1.564841 | 0.274499 |
RPEL repeat [IPR004018] | 0.423077 | 1 | 0.277782 | 0.151438 | 0.494047 | 0 | 2.466441 | 0.222069 |
Regulator of chromosome condensation, RCC1 [IPR000408] | 2.650485 | 4.519417 | -0.563624 | 0.478209 | 1.31059 | 1.239367 | 0.839835 | 0.298308 |
Ribonuclease inhibitor, leucine rich repeat cap [IPR041302] | 0.856725 | 1 | -1.794443 | 0.119041 | 0.350353 | 0 | 1.675722 | 0.206975 |
SAMP [IPR009224] | 0.330709 | 1 | 0.709597 | 0.214875 | 0.470468 | 0 | 1.880529 | 0.245976 |
Sel1-like repeat [IPR006597] | 0.604369 | 1.871359 | 0.640009 | 0.403625 | 0.596332 | 0.424327 | 1.37203 | 0.317825 |
Spectrin repeat [IPR002017] | 4.317961 | 9.281553 | -0.169659 | 0.451783 | 2.688228 | 1.274602 | 1.09734 | 0.305204 |
Spectrin/alpha-actinin [IPR018159] | 4.5 | 11.281553 | -0.466171 | 0.423083 | 3.01332 | 1.274602 | 1.101238 | 0.307867 |
Tetratricopeptide repeat 1 [IPR001440] | 4.398058 | 9.987864 | -0.417268 | 0.567275 | 2.395748 | 0.26503 | 0.727166 | 0.295453 |
Tetratricopeptide repeat 2 [IPR013105] | 1.854369 | 4.070388 | -0.07973 | 0.666725 | 1.204021 | 0.786659 | 0.743686 | 0.288465 |
Tetratricopeptide repeat [IPR019734] | 12.970874 | 46.128641 | 0.154235 | 0.737058 | 6.151732 | 3.080703 | 0.650487 | 0.290615 |
Thrombospondin type-1 (TSP1) repeat [IPR000884] | 0.571429 | 1 | -0.408246 | 0.151823 | 0.494872 | 0 | 1.984861 | 0.222699 |
Titin, Z repeat [IPR015129] | 0.153846 | 1 | 1.388025 | 0.070181 | 0.360801 | 0 | 1.871511 | 0.104148 |
Vesicle tethering protein p115, armadillo tether-repeat [IPR041209] | 0.563107 | 1 | -0.236237 | 0.319878 | 0.496002 | 0 | 1.647643 | 0.287594 |
WD40 repeat [IPR001680] | 37.330097 | 86.247573 | -1.246775 | 0.369474 | 13.02137 | 10.451082 | 1.339598 | 0.358934 |
Wolframin, Sel1-like repeat [IPR045458] | 0.231198 | 1 | 1.179462 | 0.174129 | 0.421599 | 0 | 1.795983 | 0.239503 |
YD repeat [IPR006530] | 0.526316 | 1 | -0.123784 | 0.200815 | 0.499307 | 0 | 1.961778 | 0.248267 |
Zinc finger, C2H2C-type [IPR002515] | 0.624658 | 1.123288 | -0.206434 | 0.326242 | 0.567567 | 0.328767 | 1.700168 | 0.312731 |
Adenomatous polyposis coli (APC) repeat [IPR041257] | 1 | 1 | -2.045759 | 0.04078 | 0 | 0 | 0 | 0 |
Adenomatous polyposis coli protein repeat [IPR009223] | 1 | 1 | -2.045759 | 0.04078 | 0 | 0 | 0 | 0 |
Adenomatous polyposis coli protein, 15 residue repeat [IPR009240] | 1 | 1 | -2.045759 | 0.04078 | 0 | 0 | 0 | 0 |
Ankyrin repeat [IPR002110] | 4 | 18 | -0.985211 | 0.32452 | 0 | 0 | 0 | 0 |
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