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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 9 new columns ({'prcp', 'pres', 'lat', 'tmax', 'tavg', 'wspd', 'lon', 'node_id', 'tmin'}) and 7 missing columns ({'node_2_idx', 'node_1', 'acc_count', 'month', 'node_2', 'node_1_idx', 'year'}).
This happened while the csv dataset builder was generating data using
hf://datasets/MichaelZona/MMTraCE/DE/Nodes/node_features_2009_1.csv (at revision 109c86dac71b3ad1aec6d1df7527ba87e752c252)
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 1831, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
node_id: int64
lat: double
lon: double
tavg: double
tmin: double
tmax: double
prcp: double
wspd: double
pres: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1242
to
{'year': Value('int64'), 'month': Value('int64'), 'node_1': Value('int64'), 'node_2': Value('int64'), 'acc_count': Value('int64'), 'node_1_idx': Value('int64'), 'node_2_idx': Value('int64')}
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 1451, 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 994, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, 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 1833, 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 9 new columns ({'prcp', 'pres', 'lat', 'tmax', 'tavg', 'wspd', 'lon', 'node_id', 'tmin'}) and 7 missing columns ({'node_2_idx', 'node_1', 'acc_count', 'month', 'node_2', 'node_1_idx', 'year'}).
This happened while the csv dataset builder was generating data using
hf://datasets/MichaelZona/MMTraCE/DE/Nodes/node_features_2009_1.csv (at revision 109c86dac71b3ad1aec6d1df7527ba87e752c252)
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.
year
int64 | month
int64 | node_1
int64 | node_2
int64 | acc_count
int64 | node_1_idx
int64 | node_2_idx
int64 |
|---|---|---|---|---|---|---|
2,009
| 1
| 178,554,989
| 178,607,325
| 1
| 48,128
| 43,119
|
2,009
| 1
| 178,554,993
| 178,578,310
| 2
| 12,703
| 12,821
|
2,009
| 1
| 178,556,446
| 178,556,798
| 1
| 31,441
| 31,450
|
2,009
| 1
| 178,556,483
| 178,587,379
| 3
| 5,305
| 5,396
|
2,009
| 1
| 178,556,798
| 178,562,374
| 1
| 31,450
| 31,480
|
2,009
| 1
| 178,557,598
| 178,557,596
| 1
| 17,134
| 17,133
|
2,009
| 1
| 178,558,015
| 178,580,934
| 1
| 42,949
| 43,065
|
2,009
| 1
| 178,559,090
| 178,578,398
| 1
| 12,514
| 12,568
|
2,009
| 1
| 178,559,287
| 178,580,799
| 1
| 13,213
| 13,253
|
2,009
| 1
| 178,559,345
| 3,122,631,442
| 1
| 1,773
| 2,014
|
2,009
| 1
| 178,559,790
| 178,576,399
| 1
| 1,216
| 1,390
|
2,009
| 1
| 178,560,502
| 178,578,357
| 1
| 35,364
| 35,400
|
2,009
| 1
| 178,560,924
| 178,572,458
| 1
| 48,699
| 48,743
|
2,009
| 1
| 178,562,079
| 178,607,505
| 1
| 12,724
| 12,941
|
2,009
| 1
| 178,562,562
| 1,475,517,880
| 1
| 17,155
| 17,338
|
2,009
| 1
| 178,562,948
| 178,572,396
| 1
| 24,215
| 24,250
|
2,009
| 1
| 178,563,836
| 178,609,054
| 1
| 1,265
| 1,509
|
2,009
| 1
| 178,564,129
| 178,596,230
| 1
| 40,536
| 34,602
|
2,009
| 1
| 178,564,224
| 178,580,851
| 1
| 1,781
| 1,868
|
2,009
| 1
| 178,564,226
| 2,617,809,865
| 1
| 1,782
| 2,010
|
2,009
| 1
| 178,564,985
| 178,567,129
| 1
| 26,588
| 26,610
|
2,009
| 1
| 178,565,099
| 178,566,615
| 1
| 6,876
| 6,884
|
2,009
| 1
| 178,565,265
| 178,575,014
| 2
| 7,070
| 7,087
|
2,009
| 1
| 178,565,269
| 178,582,399
| 2
| 7,072
| 13,268
|
2,009
| 1
| 178,565,310
| 178,587,318
| 1
| 37,348
| 37,422
|
2,009
| 1
| 178,565,373
| 178,582,457
| 1
| 39,950
| 1,676
|
2,009
| 1
| 178,565,393
| 178,565,407
| 1
| 37,349
| 37,350
|
2,009
| 1
| 178,565,498
| 178,565,525
| 1
| 7,714
| 47,816
|
2,009
| 1
| 178,565,682
| 178,599,947
| 1
| 48,727
| 7,800
|
2,009
| 1
| 178,565,762
| 178,573,531
| 1
| 6,882
| 6,919
|
2,009
| 1
| 178,565,839
| 178,568,835
| 1
| 12,736
| 18,164
|
2,009
| 1
| 178,566,496
| 1,758,008,870
| 2
| 18,139
| 18,447
|
2,009
| 1
| 178,566,631
| 178,575,013
| 1
| 6,891
| 6,924
|
2,009
| 1
| 178,566,671
| 178,567,549
| 1
| 13,226
| 13,231
|
2,009
| 1
| 178,566,724
| 178,575,400
| 1
| 37,352
| 1,366
|
2,009
| 1
| 178,566,955
| 178,566,957
| 1
| 26,604
| 26,605
|
2,009
| 1
| 178,566,955
| 178,571,838
| 1
| 26,604
| 26,636
|
2,009
| 1
| 178,566,961
| 178,580,190
| 2
| 26,606
| 26,681
|
2,009
| 1
| 178,566,964
| 178,566,970
| 1
| 26,607
| 26,608
|
2,009
| 1
| 178,567,027
| 178,567,039
| 1
| 24,227
| 24,228
|
2,009
| 1
| 178,567,186
| 178,578,233
| 1
| 27,473
| 17,211
|
2,009
| 1
| 178,567,212
| 178,567,215
| 1
| 7,721
| 7,722
|
2,009
| 1
| 178,567,212
| 178,609,387
| 1
| 7,721
| 7,822
|
2,009
| 1
| 178,567,272
| 178,579,780
| 2
| 6,892
| 6,932
|
2,009
| 1
| 178,567,357
| 1,242,783,725
| 1
| 9,705
| 9,860
|
2,009
| 1
| 178,567,572
| 178,608,346
| 1
| 12,522
| 12,627
|
2,009
| 1
| 178,567,658
| 178,567,666
| 1
| 42,092
| 42,093
|
2,009
| 1
| 178,567,843
| 178,582,405
| 1
| 12,526
| 39,997
|
2,009
| 1
| 178,568,004
| 178,573,248
| 1
| 13,236
| 13,242
|
2,009
| 1
| 178,568,019
| 5,546,178,257
| 1
| 13,238
| 13,300
|
2,009
| 1
| 178,568,272
| 178,568,279
| 1
| 29,118
| 29,119
|
2,009
| 1
| 178,568,764
| 178,568,768
| 1
| 40,074
| 40,075
|
2,009
| 1
| 178,568,810
| 178,575,988
| 1
| 18,161
| 18,235
|
2,009
| 1
| 178,568,824
| 178,568,825
| 1
| 18,163
| 12,755
|
2,009
| 1
| 178,568,825
| 178,568,835
| 1
| 12,755
| 18,164
|
2,009
| 1
| 178,569,315
| 178,569,398
| 1
| 42,098
| 42,099
|
2,009
| 1
| 178,569,801
| 178,601,555
| 1
| 37,370
| 37,462
|
2,009
| 1
| 178,569,875
| 178,597,590
| 1
| 4,162
| 4,300
|
2,009
| 1
| 178,569,972
| 178,578,580
| 1
| 48,977
| 9,753
|
2,009
| 1
| 178,571,163
| 178,571,167
| 1
| 27,490
| 27,491
|
2,009
| 1
| 178,571,365
| 178,584,781
| 1
| 35,380
| 35,428
|
2,009
| 1
| 178,571,481
| 178,607,181
| 1
| 7,733
| 7,821
|
2,009
| 1
| 178,572,125
| 178,572,132
| 2
| 48,741
| 48,742
|
2,009
| 1
| 178,572,125
| 178,586,015
| 1
| 48,741
| 48,766
|
2,009
| 1
| 178,572,396
| 178,572,735
| 1
| 24,250
| 24,252
|
2,009
| 1
| 178,572,526
| 2,019,048,166
| 1
| 1,350
| 1,582
|
2,009
| 1
| 178,572,556
| 178,601,415
| 1
| 6,914
| 6,970
|
2,009
| 1
| 178,572,735
| 178,574,998
| 1
| 24,252
| 24,270
|
2,009
| 1
| 178,572,878
| 178,585,206
| 1
| 4,182
| 4,247
|
2,009
| 1
| 178,573,115
| 178,573,117
| 1
| 7,741
| 7,742
|
2,009
| 1
| 178,573,245
| 178,573,246
| 1
| 7,086
| 13,241
|
2,009
| 1
| 178,573,608
| 178,580,813
| 1
| 13,247
| 13,255
|
2,009
| 1
| 178,573,943
| 178,574,009
| 1
| 9,736
| 9,737
|
2,009
| 1
| 178,574,168
| 178,594,190
| 1
| 47,840
| 6,956
|
2,009
| 1
| 178,574,703
| 4,331,793,791
| 1
| 39,978
| 40,049
|
2,009
| 1
| 178,575,360
| 178,575,358
| 1
| 1,360
| 1,359
|
2,009
| 1
| 178,575,803
| 178,592,974
| 1
| 4,194
| 4,277
|
2,009
| 1
| 178,575,814
| 178,593,002
| 2
| 4,195
| 4,278
|
2,009
| 1
| 178,576,251
| 178,599,594
| 1
| 7,750
| 47,887
|
2,009
| 1
| 178,576,265
| 178,606,223
| 1
| 7,751
| 7,815
|
2,009
| 1
| 178,576,482
| 178,576,492
| 1
| 1,399
| 1,400
|
2,009
| 1
| 178,576,599
| 178,590,562
| 1
| 24,276
| 24,312
|
2,009
| 1
| 178,576,772
| 178,576,774
| 1
| 1,404
| 1,405
|
2,009
| 1
| 178,576,862
| 178,583,984
| 1
| 40,600
| 40,652
|
2,009
| 1
| 178,577,670
| 178,604,532
| 1
| 34,534
| 34,629
|
2,009
| 1
| 178,577,805
| 178,577,821
| 1
| 40,611
| 40,612
|
2,009
| 1
| 178,577,805
| 178,582,940
| 1
| 40,611
| 40,638
|
2,009
| 1
| 178,577,942
| 178,577,928
| 1
| 1,846
| 1,844
|
2,009
| 1
| 178,577,944
| 178,613,092
| 1
| 1,848
| 1,943
|
2,009
| 1
| 178,578,231
| 178,591,124
| 1
| 17,210
| 17,268
|
2,009
| 1
| 178,578,233
| 178,570,146
| 1
| 17,211
| 1,805
|
2,009
| 1
| 178,578,365
| 178,578,366
| 1
| 48,190
| 48,191
|
2,009
| 1
| 178,578,368
| 2,091,676,567
| 1
| 12,563
| 48,346
|
2,009
| 1
| 178,578,382
| 178,588,237
| 1
| 48,193
| 48,221
|
2,009
| 1
| 178,578,398
| 2,077,032,411
| 1
| 12,568
| 12,661
|
2,009
| 1
| 178,578,429
| 178,582,469
| 1
| 1,660
| 6,939
|
2,009
| 1
| 178,578,519
| 178,578,524
| 1
| 42,136
| 42,137
|
2,009
| 1
| 178,578,548
| 178,578,558
| 1
| 29,186
| 29,187
|
2,009
| 1
| 178,579,208
| 178,590,498
| 1
| 40,617
| 40,689
|
2,009
| 1
| 178,579,335
| 178,579,345
| 1
| 18,257
| 18,258
|
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