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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 ({'pval', 'setsize', 'overlap', 'score'}) and 8 missing columns ({'setsize_std', 'overlap_mean', 'overlap_std', 'score_std', 'setsize_mean', 'score_mean', 'pval_std', 'pval_mean'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ligdis/msigdb_gobp/fragment/C001/C001_val_log2fc/harmon.tsv (at revision 8ef6e851d3c0aaf2ee2822094f414b7df5861698)
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, "' + 812
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 1433, 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 989, 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 4 new columns ({'pval', 'setsize', 'overlap', 'score'}) and 8 missing columns ({'setsize_std', 'overlap_mean', 'overlap_std', 'score_std', 'setsize_mean', 'score_mean', 'pval_std', 'pval_mean'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ligdis/msigdb_gobp/fragment/C001/C001_val_log2fc/harmon.tsv (at revision 8ef6e851d3c0aaf2ee2822094f414b7df5861698)
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 |
|---|---|---|---|---|---|---|---|---|
10 formyltetrahydrofolate metabolic process | 1.300971 | 3 | -0.087319 | 0.7062 | 0.901293 | 0 | 0.714509 | 0.288793 |
2 oxoglutarate metabolic process | 3.453883 | 9.264563 | -0.106411 | 0.384613 | 2.299284 | 0.70049 | 1.26988 | 0.305049 |
2fe 2s cluster assembly | 2.036408 | 3.240291 | -0.836457 | 0.407204 | 0.995687 | 0.705752 | 0.924104 | 0.301548 |
3 phosphoadenosine 5 phosphosulfate biosynthetic process | 0.546117 | 2.169903 | 0.779783 | 0.420379 | 0.668508 | 0.457162 | 1.165348 | 0.315056 |
3 phosphoadenosine 5 phosphosulfate metabolic process | 1.303398 | 4.133495 | 0.206958 | 0.523256 | 1.166976 | 0.913302 | 0.956994 | 0.3002 |
3 utr mediated mrna destabilization | 2.461165 | 6.01699 | 0.426435 | 0.574577 | 1.539432 | 0.129235 | 0.7487 | 0.30582 |
3 utr mediated mrna stabilization | 3.174757 | 7.847087 | 0.055673 | 0.615615 | 1.938006 | 1.001657 | 0.784094 | 0.290526 |
5 phosphoribose 1 diphosphate metabolic process | 2.51699 | 4.11165 | -0.315847 | 0.484231 | 1.193511 | 0.75823 | 0.962745 | 0.303872 |
5s class rrna transcription by rna polymerase iii | 2.330097 | 4.558252 | -0.29368 | 0.551322 | 1.297034 | 0.743258 | 0.834427 | 0.302448 |
Abscission | 1.262136 | 3.067961 | 0.116346 | 0.631489 | 0.962513 | 0.717495 | 0.837221 | 0.310587 |
Acetyl coa biosynthetic process | 4.082524 | 9.900485 | -0.470332 | 0.52417 | 2.19288 | 1.322802 | 0.818189 | 0.299515 |
Acetyl coa biosynthetic process from pyruvate | 3.194175 | 6.958738 | -0.395704 | 0.518281 | 1.878898 | 1.093115 | 0.876144 | 0.303844 |
Acetyl coa metabolic process | 6.303398 | 16.40534 | -1.552588 | 0.222004 | 2.900902 | 1.730164 | 0.969281 | 0.278869 |
Acid secretion | 0.854321 | 2.54321 | -0.002524 | 0.462173 | 0.795675 | 1.135829 | 1.251313 | 0.321718 |
Acidic amino acid transport | 4.514563 | 11.305825 | 0.109643 | 0.538602 | 2.69074 | 2.059471 | 0.952109 | 0.314811 |
Acrosomal vesicle exocytosis | 0.333333 | 1 | 0.681084 | 0.090778 | 0.471405 | 0 | 2.051995 | 0.094739 |
Acrosome assembly | 0.9202 | 1.857855 | -0.157782 | 0.470271 | 0.772737 | 0.877678 | 1.330369 | 0.33701 |
Acrosome reaction | 0.193878 | 1 | 1.346039 | 0.127704 | 0.395334 | 0 | 1.807836 | 0.184578 |
Actin crosslink formation | 1.07767 | 3.667476 | 0.257574 | 0.450932 | 1.177782 | 0.667273 | 1.07626 | 0.293869 |
Actin cytoskeleton reorganization | 5.621359 | 24.531553 | 0.143272 | 0.656564 | 3.822815 | 2.772345 | 0.776202 | 0.307031 |
Actin filament based movement | 7.128641 | 26.031553 | -0.129253 | 0.620542 | 3.744958 | 3.564452 | 0.820218 | 0.313099 |
Actin filament based process | 49.893204 | 174.759709 | -0.53608 | 0.589511 | 18.685004 | 19.547007 | 0.902718 | 0.34356 |
Actin filament based transport | 3.538835 | 7.609223 | -0.320326 | 0.53396 | 1.948598 | 1.310974 | 0.8717 | 0.305285 |
Actin filament bundle organization | 12.876214 | 43.257282 | -0.388974 | 0.545762 | 7.149697 | 4.766573 | 0.961058 | 0.337044 |
Actin filament depolymerization | 7.667476 | 20.466019 | -0.411687 | 0.553994 | 3.668762 | 1.750537 | 0.859204 | 0.314902 |
Actin filament network formation | 2.06068 | 4.087379 | -0.815229 | 0.393406 | 0.974783 | 0.7453 | 0.930786 | 0.304431 |
Actin filament organization | 33.337379 | 107.191748 | -0.654882 | 0.525917 | 13.266875 | 10.883078 | 1.089954 | 0.354048 |
Actin filament polymerization | 10.881068 | 43.012136 | -0.059952 | 0.63213 | 5.979977 | 4.471305 | 0.868566 | 0.325175 |
Actin filament reorganization | 0.384224 | 1.033079 | 0.383274 | 0.297897 | 0.491615 | 0.178843 | 1.65812 | 0.28049 |
Actin filament severing | 3.774272 | 6.934466 | -0.565975 | 0.447897 | 1.664891 | 0.391755 | 0.921304 | 0.299916 |
Actin mediated cell contraction | 3.975728 | 15.118932 | 0.034261 | 0.556003 | 2.183209 | 2.269025 | 0.857059 | 0.280943 |
Actin modification | 0.759398 | 1.561404 | -0.059771 | 0.411068 | 0.695316 | 0.679535 | 1.444988 | 0.327392 |
Actin myosin filament sliding | 0.650485 | 1.699029 | 0.451256 | 0.390389 | 0.656687 | 0.628374 | 1.435323 | 0.32271 |
Actin nucleation | 5.470874 | 14.832524 | -0.544268 | 0.516378 | 3.019616 | 2.199649 | 0.798061 | 0.301297 |
Actin polymerization dependent cell motility | 2.381068 | 3.900485 | -0.923427 | 0.3699 | 1.055697 | 0.384531 | 0.833884 | 0.282705 |
Actin polymerization or depolymerization | 14.298544 | 50.276699 | -0.254315 | 0.586407 | 7.118327 | 5.153577 | 0.982051 | 0.341019 |
Action potential | 5.135922 | 19.866505 | -0.052886 | 0.626077 | 2.550646 | 2.366667 | 0.802313 | 0.290006 |
Activated t cell proliferation | 1.587379 | 5.587379 | 0.468889 | 0.502476 | 1.250101 | 1.067906 | 0.886921 | 0.306888 |
Activation induced cell death of t cells | 1.206311 | 3.917476 | 0.363962 | 0.504061 | 1.04215 | 0.877433 | 0.945794 | 0.309395 |
Activation of adenylate cyclase activity | 0.822816 | 1.694175 | -0.314103 | 0.439706 | 0.707219 | 0.614284 | 1.39155 | 0.336129 |
Activation of cysteine type endopeptidase activity | 1.230583 | 3.152913 | -0.011416 | 0.537204 | 0.996468 | 1.20815 | 1.069121 | 0.325966 |
Activation of cysteine type endopeptidase activity involved in apoptotic process | 3.708738 | 13.995146 | 0.58083 | 0.467389 | 1.735585 | 1.639908 | 0.866311 | 0.293823 |
Activation of cysteine type endopeptidase activity involved in apoptotic process by cytochrome c | 0.526582 | 1.721519 | 0.778972 | 0.351777 | 0.645277 | 0.654811 | 1.541675 | 0.334629 |
Activation of gtpase activity | 5.808252 | 17.657767 | -0.255052 | 0.606697 | 3.140656 | 2.927417 | 0.764245 | 0.295136 |
Activation of immune response | 11.86165 | 46.934466 | 0.168642 | 0.731699 | 5.116391 | 4.945143 | 0.669577 | 0.302178 |
Activation of innate immune response | 6.174757 | 19.628641 | 0.113672 | 0.707905 | 3.786607 | 2.147578 | 0.614506 | 0.27623 |
Activation of janus kinase activity | 0.243902 | 1 | 0.955619 | 0.190155 | 0.429435 | 0 | 1.966395 | 0.249305 |
Activation of nf kappab inducing kinase activity | 0.805825 | 2.029126 | 0.34341 | 0.374352 | 0.995702 | 1.269174 | 1.518065 | 0.339982 |
Activation of phospholipase c activity | 1.17233 | 2.143204 | 0.061407 | 0.516323 | 0.73861 | 0.350281 | 1.230832 | 0.329644 |
Activation of phospholipase d activity | 1.468447 | 2.966019 | -0.01386 | 0.599183 | 0.856995 | 0.25847 | 0.921108 | 0.310134 |
Activation of protein kinase activity | 5.446602 | 16.851942 | -0.520278 | 0.574395 | 2.724318 | 3.606887 | 0.6482 | 0.283568 |
Activation of protein kinase b activity | 1.48301 | 3.211165 | -0.604789 | 0.508338 | 0.854572 | 0.489275 | 0.881465 | 0.312148 |
Activation of protein kinase c activity | 1.133495 | 2 | 0.053078 | 0.502654 | 0.678479 | 0 | 1.257853 | 0.331286 |
Activation of store operated calcium channel activity | 0.446809 | 1.414894 | 0.706018 | 0.318318 | 0.518119 | 0.492704 | 1.679237 | 0.321304 |
Activin receptor signaling pathway | 0.907767 | 2.84466 | 0.238014 | 0.548289 | 0.770347 | 0.686305 | 1.01024 | 0.319444 |
Actomyosin contractile ring organization | 2.419903 | 4.93932 | -0.323902 | 0.568359 | 1.388543 | 0.923642 | 0.795451 | 0.295104 |
Actomyosin structure organization | 15.917476 | 48.65534 | -0.422909 | 0.575321 | 7.057186 | 5.848213 | 0.94757 | 0.338705 |
Acute inflammatory response | 1.446602 | 4.68932 | 0.928503 | 0.231565 | 0.949994 | 0.595764 | 1.213202 | 0.22698 |
Acute inflammatory response to antigenic stimulus | 0.88835 | 1.012136 | -1.817153 | 0.111685 | 0.314936 | 0.109493 | 1.600126 | 0.186342 |
Acute phase response | 0.475728 | 1.800971 | 0.826567 | 0.246976 | 0.596831 | 0.39927 | 1.681243 | 0.255714 |
Acyl carnitine transmembrane transport | 0.084951 | 1.01699 | 2.216378 | 0.06263 | 0.287383 | 0.129235 | 1.598021 | 0.152789 |
Acylglycerol homeostasis | 0.742718 | 2.929612 | 1.054655 | 0.293851 | 0.819555 | 0.860344 | 1.181152 | 0.25439 |
Acylglycerol transport | 0.320896 | 1 | 0.621776 | 0.17352 | 0.466821 | 0 | 2.198791 | 0.256269 |
Adaptation of signaling pathway | 0.475728 | 1.553398 | 0.66253 | 0.430077 | 0.61683 | 0.692935 | 1.222542 | 0.325223 |
Adaptive immune response | 10.065534 | 42.351942 | 0.273358 | 0.605896 | 3.753714 | 4.529828 | 0.872617 | 0.327796 |
Adaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains | 7.757282 | 32.313107 | 0.141533 | 0.603746 | 3.504411 | 3.044416 | 0.874026 | 0.315788 |
Adaptive thermogenesis | 4.645631 | 25.708738 | -0.639844 | 0.42055 | 3.292483 | 2.936648 | 0.99205 | 0.306922 |
Adenosine metabolic process | 0.608273 | 1.642336 | 0.219228 | 0.332211 | 0.65797 | 0.479313 | 1.686417 | 0.308768 |
Adenosine to inosine editing | 1.031553 | 1.776699 | -0.450923 | 0.476998 | 0.744869 | 0.695785 | 1.246929 | 0.344426 |
Adenylate cyclase activating adrenergic receptor signaling pathway | 1.17284 | 2.903704 | -0.342571 | 0.414499 | 0.902536 | 0.821388 | 1.29229 | 0.309179 |
Adenylate cyclase activating adrenergic receptor signaling pathway involved in heart process | 0.986979 | 2.09375 | -0.130951 | 0.469517 | 0.765355 | 0.715573 | 1.322853 | 0.330666 |
Adenylate cyclase activating dopamine receptor signaling pathway | 0.741325 | 1.255521 | -0.526057 | 0.324382 | 0.585817 | 0.436153 | 1.650442 | 0.307973 |
Adenylate cyclase activating g protein coupled receptor signaling pathway | 1.980583 | 5.936893 | -0.434286 | 0.461014 | 1.439597 | 1.791538 | 1.019925 | 0.309777 |
Adenylate cyclase inhibiting dopamine receptor signaling pathway | 1.143204 | 2 | -0.622232 | 0.51507 | 0.562913 | 0 | 1.037566 | 0.315427 |
Adenylate cyclase inhibiting g protein coupled receptor signaling pathway | 2.325243 | 8.313107 | -0.041082 | 0.491061 | 1.77114 | 0.943307 | 0.935748 | 0.262416 |
Adenylate cyclase modulating g protein coupled receptor signaling pathway | 3.847087 | 14.407767 | -0.246948 | 0.521127 | 2.574787 | 2.966436 | 0.884173 | 0.272006 |
Adherens junction assembly | 2.257282 | 4.087379 | -0.228584 | 0.623115 | 1.137115 | 0.377956 | 0.731792 | 0.285251 |
Adherens junction maintenance | 1.15534 | 2.354369 | -0.036416 | 0.64847 | 0.756939 | 0.540276 | 0.895242 | 0.322631 |
Adherens junction organization | 5.832524 | 12.919903 | -0.412408 | 0.551448 | 3.50639 | 1.000433 | 0.834223 | 0.314992 |
Adhesion of symbiont to host | 0.466019 | 3.274272 | 0.622581 | 0.414013 | 0.82221 | 0.544182 | 0.964151 | 0.27657 |
Adhesion of symbiont to host cell | 0.652913 | 1.291262 | -0.082905 | 0.411422 | 0.573201 | 0.519168 | 1.397728 | 0.312422 |
Adiponectin activated signaling pathway | 1.143204 | 2.851942 | 0.153143 | 0.565054 | 0.85694 | 0.710477 | 1.028654 | 0.334355 |
Adipose tissue development | 2.864078 | 10.633495 | 0.677321 | 0.441167 | 1.643159 | 1.800524 | 0.805022 | 0.285326 |
Adp biosynthetic process | 1.691748 | 3.114078 | -0.39472 | 0.561056 | 1.028539 | 0.733456 | 0.909294 | 0.312609 |
Adp metabolic process | 12.995146 | 32.162621 | -0.812527 | 0.475307 | 6.079168 | 2.558113 | 1.004471 | 0.349233 |
Adp transport | 2.368932 | 4.201456 | 0.501994 | 0.348988 | 1.214718 | 0.418849 | 1.248361 | 0.30864 |
Adrenal gland development | 0.553254 | 1.713018 | 0.432034 | 0.329829 | 0.64253 | 0.677541 | 1.746747 | 0.333411 |
Adrenergic receptor signaling pathway | 1.288889 | 3.609877 | -0.296531 | 0.435871 | 1.010073 | 1.07078 | 1.178534 | 0.30742 |
Adult behavior | 4.924757 | 19.364078 | 0.603194 | 0.411647 | 2.137658 | 2.190773 | 1.071812 | 0.309036 |
Adult heart development | 0.659341 | 1.142857 | -0.416183 | 0.246155 | 0.539022 | 0.349927 | 1.895818 | 0.289328 |
Adult locomotory behavior | 3.958738 | 14.822816 | 0.738991 | 0.338362 | 1.833016 | 1.487868 | 1.125459 | 0.28972 |
Aerobic respiration | 23.075243 | 86.434466 | 0.468585 | 0.438126 | 10.546553 | 6.275478 | 1.570514 | 0.379286 |
Aggrephagy | 1.009709 | 2.791262 | 0.21329 | 0.550447 | 0.870165 | 1.119172 | 1.0575 | 0.330207 |
Aggresome assembly | 1.097087 | 1.703883 | -0.506105 | 0.508041 | 0.689935 | 0.552738 | 1.124015 | 0.337737 |
Aging | 11.805825 | 65.502427 | -0.63411 | 0.539011 | 6.038804 | 7.519715 | 0.776882 | 0.331631 |
Alanine catabolic process | 0.620853 | 1 | -0.357103 | 0.214328 | 0.485175 | 0 | 2.020434 | 0.259438 |
Alanine transport | 0.504854 | 1.398058 | 0.587883 | 0.332756 | 0.56386 | 0.489498 | 1.568981 | 0.309783 |
Alcohol biosynthetic process | 9.34466 | 36.09466 | 1.072668 | 0.353968 | 3.792896 | 3.107815 | 1.158778 | 0.341946 |
Alcohol catabolic process | 2.63835 | 11.497573 | 0.239077 | 0.46951 | 1.683093 | 1.821526 | 0.95913 | 0.272976 |
Alcohol metabolic process | 19.300971 | 81.990291 | 1.039262 | 0.393625 | 6.954896 | 7.403089 | 1.208379 | 0.375998 |
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