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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', 'overlap', 'pval'}) and 8 missing columns ({'setsize_std', 'pval_std', 'score_mean', 'setsize_mean', 'overlap_mean', 'score_std', 'overlap_std', 'pval_mean'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ligdis/msigdb_kegg/fragment/C001/C001_val_log2fc/harmon.tsv (at revision 42bb3bc038f863967f59de607ec0762ae01f0a1e)
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, "' + 811
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', 'overlap', 'pval'}) and 8 missing columns ({'setsize_std', 'pval_std', 'score_mean', 'setsize_mean', 'overlap_mean', 'score_std', 'overlap_std', 'pval_mean'}).
This happened while the csv dataset builder was generating data using
hf://datasets/ligdis/msigdb_kegg/fragment/C001/C001_val_log2fc/harmon.tsv (at revision 42bb3bc038f863967f59de607ec0762ae01f0a1e)
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 |
|---|---|---|---|---|---|---|---|---|
Abc transporters | 2.376214 | 6.366505 | 0.664522 | 0.330765 | 1.807943 | 2.179816 | 1.170288 | 0.279139 |
Acute myeloid leukemia | 3.740291 | 10.308252 | -0.167616 | 0.595603 | 2.327136 | 2.12923 | 0.786985 | 0.286876 |
Adherens junction | 5.798544 | 23.15534 | -0.075501 | 0.65861 | 5.016061 | 2.900476 | 0.741216 | 0.294112 |
Adipocytokine signaling pathway | 3.849515 | 15.691748 | -0.503215 | 0.50303 | 2.347623 | 2.948528 | 0.846158 | 0.293652 |
Alanine aspartate and glutamate metabolism | 6.25 | 14.293689 | -0.675304 | 0.499041 | 3.098406 | 1.399951 | 0.778874 | 0.31319 |
Aldosterone regulated sodium reabsorption | 2.541262 | 7.56068 | 0.178989 | 0.583054 | 1.825054 | 1.375481 | 0.835938 | 0.301857 |
Allograft rejection | 1.580097 | 3.788835 | 0.707901 | 0.41679 | 0.903549 | 0.558753 | 0.94859 | 0.305961 |
Alpha linolenic acid metabolism | 1.167476 | 2.662621 | 0.902038 | 0.35969 | 0.76869 | 0.591412 | 1.071485 | 0.300397 |
Alzheimers disease | 16.135922 | 58.919903 | 0.616133 | 0.436289 | 6.737158 | 4.882194 | 1.448905 | 0.380575 |
Amino sugar and nucleotide sugar metabolism | 8.354369 | 23.004854 | -0.868571 | 0.390888 | 4.525618 | 2.593864 | 0.936612 | 0.30348 |
Aminoacyl trna biosynthesis | 14.354369 | 31.046117 | -0.750875 | 0.501759 | 5.826842 | 2.090271 | 0.930828 | 0.348954 |
Amyotrophic lateral sclerosis als | 2.895631 | 10.662621 | 0.370853 | 0.5968 | 1.818535 | 1.516979 | 0.692892 | 0.285838 |
Antigen processing and presentation | 5.337379 | 16.747573 | 0.238787 | 0.568079 | 2.852398 | 1.549935 | 0.933846 | 0.318903 |
Apoptosis | 4.643204 | 18.208738 | 0.17368 | 0.627324 | 3.154035 | 4.106604 | 0.737024 | 0.2843 |
Arachidonic acid metabolism | 1.381068 | 3.752427 | -0.664332 | 0.412422 | 0.758723 | 0.807651 | 0.987513 | 0.284675 |
Arginine and proline metabolism | 8.041262 | 22.274272 | -0.788927 | 0.440812 | 4.120249 | 1.629527 | 0.846307 | 0.297325 |
Arrhythmogenic right ventricular cardiomyopathy arvc | 4.194175 | 13.208738 | -0.179238 | 0.544781 | 2.539239 | 1.398724 | 0.945548 | 0.313406 |
Ascorbate and aldarate metabolism | 2.065534 | 5.924757 | -0.553681 | 0.395838 | 1.26494 | 0.263783 | 1.03081 | 0.265147 |
Autoimmune thyroid disease | 1.580097 | 3.788835 | 0.707901 | 0.41679 | 0.903549 | 0.558753 | 0.94859 | 0.305961 |
Axon guidance | 8.555825 | 23.703883 | -0.559972 | 0.502493 | 4.393761 | 3.606182 | 0.905714 | 0.315493 |
B cell receptor signaling pathway | 4.330097 | 11.900485 | -0.099775 | 0.590858 | 2.593451 | 2.997135 | 0.820404 | 0.295067 |
Basal cell carcinoma | 1.781553 | 3.919903 | -0.107079 | 0.600891 | 1.292566 | 1.159968 | 0.880512 | 0.311724 |
Basal transcription factors | 1.941748 | 5.614078 | 0.103505 | 0.543954 | 1.553732 | 2.260702 | 0.907241 | 0.299716 |
Base excision repair | 5.786408 | 16.211165 | -0.273027 | 0.51525 | 3.196328 | 2.27301 | 1.016654 | 0.326795 |
Beta alanine metabolism | 4.415049 | 11.371359 | -0.860418 | 0.309244 | 2.27589 | 0.845005 | 1.100689 | 0.26004 |
Biosynthesis of unsaturated fatty acids | 3.866505 | 9.871359 | 0.446353 | 0.406805 | 2.03707 | 1.334914 | 1.101051 | 0.297847 |
Bladder cancer | 3.007282 | 6.449029 | -0.178044 | 0.588347 | 1.874055 | 1.412436 | 0.764541 | 0.275287 |
Butanoate metabolism | 6.376214 | 18.635922 | -0.606303 | 0.422775 | 3.559033 | 1.42054 | 1.075462 | 0.294064 |
Calcium signaling pathway | 5.735437 | 16.946602 | 1.00058 | 0.311301 | 2.984654 | 2.386667 | 1.245017 | 0.318745 |
Cardiac muscle contraction | 7.728155 | 19.856796 | 1.064481 | 0.24024 | 3.419516 | 1.765741 | 1.646569 | 0.300221 |
Cell adhesion molecules cams | 4.043689 | 9.910194 | 0.36404 | 0.432571 | 2.311439 | 2.512917 | 1.181798 | 0.317456 |
Cell cycle | 13.774272 | 51.123786 | 0.017399 | 0.753522 | 7.363319 | 6.012262 | 0.64712 | 0.286737 |
Chemokine signaling pathway | 8.34466 | 25.434466 | -0.408498 | 0.574405 | 4.80621 | 5.291785 | 0.80774 | 0.308047 |
Chronic myeloid leukemia | 6.774272 | 18.478155 | -0.249476 | 0.550468 | 3.881749 | 3.542668 | 0.943673 | 0.315211 |
Circadian rhythm mammal | 0.571429 | 1 | -0.100006 | 0.578441 | 0.494872 | 0 | 0.809705 | 0.290084 |
Citrate cycle tca cycle | 10.616505 | 24.43932 | -1.148609 | 0.260811 | 5.423208 | 0.729881 | 1.38969 | 0.298041 |
Colorectal cancer | 4.720874 | 13.915049 | -0.159576 | 0.625528 | 3.224188 | 2.464321 | 0.797603 | 0.300291 |
Complement and coagulation cascades | 0.571429 | 1 | -0.827197 | 0.129846 | 0.494872 | 0 | 2.318215 | 0.19403 |
Cysteine and methionine metabolism | 4.978155 | 15.024272 | -0.117715 | 0.55599 | 3.554296 | 1.079101 | 0.932555 | 0.31005 |
Cytokine cytokine receptor interaction | 1.036408 | 2.206311 | -0.148735 | 0.50588 | 0.773427 | 0.765556 | 1.262331 | 0.338923 |
Cytosolic dna sensing pathway | 3.669903 | 8.526699 | -0.189644 | 0.609731 | 2.252887 | 2.087123 | 0.713547 | 0.27066 |
Dilated cardiomyopathy | 3.009709 | 8.393204 | 0.453513 | 0.4859 | 1.642844 | 1.685389 | 0.962145 | 0.313264 |
Dna replication | 8.737864 | 29.36165 | -0.037509 | 0.623849 | 5.095136 | 2.636154 | 0.829913 | 0.304076 |
Dorso ventral axis formation | 1.915049 | 4.002427 | -0.026018 | 0.601256 | 1.226751 | 0.879924 | 0.797738 | 0.297308 |
Drug metabolism cytochrome p450 | 2.798544 | 7.686893 | -0.162778 | 0.486731 | 1.825041 | 0.845619 | 0.97655 | 0.29107 |
Drug metabolism other enzymes | 4.259709 | 8.570388 | -0.39906 | 0.47165 | 2.449099 | 1.02512 | 0.986462 | 0.307568 |
Ecm receptor interaction | 1.665049 | 4.555825 | 0.209643 | 0.442239 | 1.377504 | 1.827325 | 1.143329 | 0.310272 |
Endocytosis | 12.917476 | 50.817961 | -0.329353 | 0.600247 | 6.25843 | 7.535893 | 0.845007 | 0.319674 |
Endometrial cancer | 4.009709 | 11.305825 | -0.039679 | 0.67136 | 2.75274 | 1.880835 | 0.712799 | 0.28285 |
Epithelial cell signaling in helicobacter pylori infection | 4.662621 | 22.17233 | 0.157701 | 0.691233 | 3.041822 | 2.98815 | 0.622079 | 0.273503 |
Erbb signaling pathway | 4.961165 | 15.548544 | -0.129109 | 0.598334 | 2.952446 | 3.350855 | 0.791238 | 0.288564 |
Ether lipid metabolism | 1.616505 | 4.737864 | 0.179383 | 0.593872 | 1.243827 | 0.796974 | 0.801387 | 0.292956 |
Fatty acid metabolism | 8.458738 | 28.305825 | -0.314713 | 0.427471 | 4.449364 | 1.808466 | 1.259968 | 0.31084 |
Fc epsilon ri signaling pathway | 3.466019 | 10.114078 | -0.060365 | 0.615825 | 2.426854 | 2.543619 | 0.767094 | 0.287849 |
Fc gamma r mediated phagocytosis | 8.140777 | 23.184466 | -0.642706 | 0.490526 | 4.107723 | 4.099485 | 0.917547 | 0.328525 |
Focal adhesion | 11.701456 | 34.347087 | -0.794588 | 0.472592 | 4.77968 | 4.901299 | 1.066359 | 0.359703 |
Folate biosynthesis | 0.912621 | 3.662621 | 0.61155 | 0.419113 | 0.865821 | 0.587293 | 1.014117 | 0.305791 |
Fructose and mannose metabolism | 6.682039 | 14.686893 | -1.053148 | 0.331907 | 3.051081 | 1.866028 | 1.073026 | 0.307552 |
Galactose metabolism | 4.582524 | 13.216019 | -0.178231 | 0.443576 | 2.90555 | 0.516181 | 1.176413 | 0.316644 |
Gap junction | 6.849515 | 16.725728 | 0.109239 | 0.593746 | 4.017761 | 2.395388 | 0.952416 | 0.320354 |
Glioma | 4.458738 | 14.043689 | 0.078177 | 0.644061 | 2.603349 | 2.525219 | 0.730514 | 0.282422 |
Glutathione metabolism | 6.274272 | 21.080097 | -0.112283 | 0.456234 | 3.327587 | 1.611817 | 1.180308 | 0.325182 |
Glycerolipid metabolism | 3.667476 | 12.109223 | -0.395425 | 0.458382 | 2.041704 | 1.318359 | 0.97346 | 0.274871 |
Glycerophospholipid metabolism | 5.553398 | 16.104369 | 0.844878 | 0.337364 | 3.045698 | 2.514285 | 1.227239 | 0.305673 |
Glycine serine and threonine metabolism | 3.203883 | 8.099515 | -0.511252 | 0.512029 | 1.854458 | 0.99137 | 0.816312 | 0.304046 |
Glycolysis gluconeogenesis | 14.514563 | 31.101942 | -1.308601 | 0.331394 | 6.12113 | 1.002083 | 1.081908 | 0.339277 |
Glycosaminoglycan biosynthesis chondroitin sulfate | 0.747449 | 2.125 | 1.06655 | 0.240936 | 0.829921 | 1.058102 | 1.538897 | 0.25723 |
Glycosaminoglycan biosynthesis heparan sulfate | 0.960212 | 2.469496 | 0.813737 | 0.34357 | 0.840619 | 1.001192 | 1.365734 | 0.299068 |
Glycosaminoglycan biosynthesis keratan sulfate | 0.371359 | 1.271845 | 1.198155 | 0.157578 | 0.540096 | 0.501341 | 1.9134 | 0.23402 |
Glycosaminoglycan degradation | 3.407767 | 5.864078 | 0.135071 | 0.170387 | 1.337923 | 0.704335 | 1.93254 | 0.253295 |
Glycosphingolipid biosynthesis ganglio series | 1.86165 | 3.492718 | 0.03298 | 0.2531 | 1.001351 | 0.499947 | 1.666201 | 0.26985 |
Glycosphingolipid biosynthesis globo series | 1.868932 | 3.01699 | -0.303366 | 0.266001 | 0.920271 | 0.129235 | 1.62209 | 0.280407 |
Glycosphingolipid biosynthesis lacto and neolacto series | 0.410194 | 1.334951 | 1.163531 | 0.164015 | 0.59463 | 0.626627 | 1.912289 | 0.235752 |
Glycosylphosphatidylinositol gpi anchor biosynthesis | 1.958738 | 4.708738 | 0.417674 | 0.450766 | 1.320395 | 1.454027 | 1.043302 | 0.313243 |
Glyoxylate and dicarboxylate metabolism | 6.366505 | 9.873786 | -1.337268 | 0.263663 | 2.095799 | 0.386159 | 0.870489 | 0.300599 |
Gnrh signaling pathway | 3.949029 | 10.978155 | -0.117102 | 0.641657 | 2.594771 | 2.599852 | 0.700935 | 0.276583 |
Graft versus host disease | 1.580097 | 3.788835 | 0.707901 | 0.41679 | 0.903549 | 0.558753 | 0.94859 | 0.305961 |
Hedgehog signaling pathway | 1.43932 | 3.504854 | 0.056103 | 0.613678 | 1.060641 | 1.080487 | 0.886896 | 0.31252 |
Hematopoietic cell lineage | 0.558252 | 1.206311 | 0.052807 | 0.202361 | 0.594477 | 0.404656 | 2.106316 | 0.269438 |
Histidine metabolism | 2.002427 | 6.730583 | -0.497012 | 0.407541 | 1.258946 | 0.923131 | 1.026317 | 0.271466 |
Homologous recombination | 4.012136 | 11.152913 | -0.40852 | 0.561499 | 2.458855 | 2.053511 | 0.757559 | 0.295569 |
Huntingtons disease | 19.631068 | 76.915049 | 0.635715 | 0.430101 | 9.084544 | 5.414836 | 1.573482 | 0.387098 |
Hypertrophic cardiomyopathy hcm | 3.429612 | 9.101942 | 0.648613 | 0.429824 | 1.867556 | 1.719194 | 1.000551 | 0.31804 |
Inositol phosphate metabolism | 3.429612 | 11.980583 | -0.26192 | 0.579242 | 2.263556 | 2.72076 | 0.757017 | 0.2712 |
Insulin signaling pathway | 7.995146 | 37.487864 | -0.763537 | 0.449787 | 4.067391 | 4.373058 | 1.063868 | 0.345112 |
Jak stat signaling pathway | 2.538835 | 7.325243 | 0.124741 | 0.530502 | 1.753207 | 1.644657 | 0.942486 | 0.315817 |
Leishmania infection | 3.101942 | 7.26699 | -0.498199 | 0.50583 | 1.982765 | 1.809247 | 0.845934 | 0.306642 |
Leukocyte transendothelial migration | 8.145631 | 23.099515 | -0.32598 | 0.621446 | 4.618783 | 2.646173 | 0.720128 | 0.292188 |
Limonene and pinene degradation | 2.847087 | 7.543689 | -0.623553 | 0.370454 | 1.652717 | 0.526514 | 1.048873 | 0.265147 |
Long term depression | 4.543689 | 11.055825 | -0.20524 | 0.631438 | 3.006552 | 2.536011 | 0.730986 | 0.290448 |
Long term potentiation | 4.842233 | 13.36165 | -0.689429 | 0.459534 | 2.547007 | 2.293466 | 0.840838 | 0.298963 |
Lysine degradation | 7.216019 | 24.067961 | -0.408082 | 0.501955 | 3.912816 | 2.690372 | 1.012353 | 0.314775 |
Lysosome | 21.740291 | 48.609223 | 0.828182 | 0.130215 | 7.142314 | 4.247239 | 3.086075 | 0.238962 |
Mapk signaling pathway | 11.669903 | 39.490291 | -0.795688 | 0.46815 | 5.74902 | 6.224942 | 0.944756 | 0.341766 |
Maturity onset diabetes of the young | 0.752 | 1.096 | -0.62514 | 0.250049 | 0.531504 | 0.294591 | 1.87957 | 0.28106 |
Melanogenesis | 4.114078 | 11.631068 | -0.238071 | 0.596977 | 2.790256 | 2.141773 | 0.780361 | 0.297528 |
Melanoma | 3.281553 | 9.555825 | -0.108735 | 0.602073 | 2.200695 | 1.891291 | 0.797917 | 0.292452 |
Metabolism of xenobiotics by cytochrome p450 | 2.230583 | 8.677184 | 0.416208 | 0.433952 | 1.768861 | 0.859083 | 1.019207 | 0.288752 |
Mismatch repair | 4.832524 | 18.160194 | 0.039613 | 0.522653 | 3.232663 | 1.548118 | 1.007256 | 0.305709 |
Mtor signaling pathway | 3.927184 | 12.893204 | -0.117506 | 0.556104 | 2.376981 | 2.376718 | 0.910488 | 0.300894 |
End of preview.