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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
|
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