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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 1 new columns ({'datetime'}) and 1 missing columns ({'timestamp'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bmaleri/BinanceKline/BTCUSDT_Corrected_15m.csv (at revision 224319d7b3adda33975633007b54453642915fb6)
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
datetime: string
open: double
high: double
low: double
close: double
volume: double
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 928
to
{'timestamp': Value(dtype='string', id=None), 'open': Value(dtype='float64', id=None), 'high': Value(dtype='float64', id=None), 'low': Value(dtype='float64', id=None), 'close': Value(dtype='float64', id=None), 'volume': 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 1417, 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 1049, 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 1 new columns ({'datetime'}) and 1 missing columns ({'timestamp'}).
This happened while the csv dataset builder was generating data using
hf://datasets/bmaleri/BinanceKline/BTCUSDT_Corrected_15m.csv (at revision 224319d7b3adda33975633007b54453642915fb6)
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.
timestamp
string | open
float64 | high
float64 | low
float64 | close
float64 | volume
float64 |
|---|---|---|---|---|---|
2017-08-17 07:00:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 1.775183
|
2017-08-17 07:01:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:02:00
| 4,280.56
| 4,280.56
| 4,280.56
| 4,280.56
| 0.261074
|
2017-08-17 07:03:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0.012008
|
2017-08-17 07:04:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0.140796
|
2017-08-17 07:05:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:06:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:07:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:08:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:09:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:10:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:11:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:12:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:13:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:14:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:15:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:16:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0
|
2017-08-17 07:17:00
| 4,261.48
| 4,264.88
| 4,261.48
| 4,264.88
| 0.075455
|
2017-08-17 07:18:00
| 4,264.88
| 4,264.88
| 4,264.88
| 4,264.88
| 0
|
2017-08-17 07:19:00
| 4,261.48
| 4,261.48
| 4,261.48
| 4,261.48
| 0.409211
|
2017-08-17 07:20:00
| 4,264.88
| 4,264.88
| 4,264.88
| 4,264.88
| 1.483014
|
2017-08-17 07:21:00
| 4,264.88
| 4,266.29
| 4,264.88
| 4,266.29
| 0.845556
|
2017-08-17 07:22:00
| 4,266.29
| 4,266.29
| 4,266.29
| 4,266.29
| 0
|
2017-08-17 07:23:00
| 4,266.29
| 4,266.29
| 4,266.29
| 4,266.29
| 0
|
2017-08-17 07:24:00
| 4,266.29
| 4,266.29
| 4,266.29
| 4,266.29
| 0
|
2017-08-17 07:25:00
| 4,266.29
| 4,266.29
| 4,266.29
| 4,266.29
| 0.467435
|
2017-08-17 07:26:00
| 4,266.29
| 4,266.29
| 4,266.29
| 4,266.29
| 0
|
2017-08-17 07:27:00
| 4,266.29
| 4,266.29
| 4,266.29
| 4,266.29
| 0.405513
|
2017-08-17 07:28:00
| 4,266.29
| 4,266.29
| 4,261.32
| 4,266.29
| 2.963132
|
2017-08-17 07:29:00
| 4,270.41
| 4,270.41
| 4,261.45
| 4,261.45
| 2.470549
|
2017-08-17 07:30:00
| 4,280
| 4,280.56
| 4,274.67
| 4,280
| 1.696723
|
2017-08-17 07:31:00
| 4,274.67
| 4,274.67
| 4,274.67
| 4,274.67
| 0.459109
|
2017-08-17 07:32:00
| 4,274.67
| 4,274.67
| 4,274.67
| 4,274.67
| 0.702048
|
2017-08-17 07:33:00
| 4,267.99
| 4,267.99
| 4,267.99
| 4,267.99
| 4.127747
|
2017-08-17 07:34:00
| 4,296.63
| 4,296.63
| 4,296.63
| 4,296.63
| 0.952506
|
2017-08-17 07:35:00
| 4,300.38
| 4,300.38
| 4,300.38
| 4,300.38
| 1.038218
|
2017-08-17 07:36:00
| 4,300.38
| 4,300.38
| 4,300.38
| 4,300.38
| 0
|
2017-08-17 07:37:00
| 4,300.38
| 4,300.38
| 4,300.38
| 4,300.38
| 0.64729
|
2017-08-17 07:38:00
| 4,300.38
| 4,300.38
| 4,300.38
| 4,300.38
| 0.630048
|
2017-08-17 07:39:00
| 4,300.38
| 4,300.38
| 4,300.38
| 4,300.38
| 3.31104
|
2017-08-17 07:40:00
| 4,300.38
| 4,300.38
| 4,300.38
| 4,300.38
| 1.728714
|
2017-08-17 07:41:00
| 4,300.38
| 4,300.38
| 4,300.38
| 4,300.38
| 0.945344
|
2017-08-17 07:42:00
| 4,300.38
| 4,300.38
| 4,300.38
| 4,300.38
| 0.624984
|
2017-08-17 07:43:00
| 4,300.38
| 4,310.07
| 4,300.38
| 4,310.07
| 0.979833
|
2017-08-17 07:44:00
| 4,301.03
| 4,310.07
| 4,301.03
| 4,310.07
| 4.079948
|
2017-08-17 07:45:00
| 4,310.07
| 4,310.07
| 4,310.07
| 4,310.07
| 0.129749
|
2017-08-17 07:46:00
| 4,310.07
| 4,310.07
| 4,310.07
| 4,310.07
| 0.698374
|
2017-08-17 07:47:00
| 4,310.07
| 4,310.07
| 4,310.07
| 4,310.07
| 0.292919
|
2017-08-17 07:48:00
| 4,310.07
| 4,310.07
| 4,310.07
| 4,310.07
| 0.235205
|
2017-08-17 07:49:00
| 4,310.07
| 4,310.07
| 4,292.01
| 4,292.01
| 1.091853
|
2017-08-17 07:50:00
| 4,292.01
| 4,310.07
| 4,292.01
| 4,310.07
| 1.24766
|
2017-08-17 07:51:00
| 4,301.39
| 4,313.62
| 4,301.39
| 4,313.62
| 0.611023
|
2017-08-17 07:52:00
| 4,313.61
| 4,313.62
| 4,313.6
| 4,313.6
| 2.011601
|
2017-08-17 07:53:00
| 4,313.61
| 4,313.61
| 4,313.6
| 4,313.6
| 0.563374
|
2017-08-17 07:54:00
| 4,313.6
| 4,313.6
| 4,313.6
| 4,313.6
| 0.325225
|
2017-08-17 07:55:00
| 4,302.48
| 4,313.6
| 4,291.37
| 4,291.37
| 4.635124
|
2017-08-17 07:56:00
| 4,313.6
| 4,313.6
| 4,313.6
| 4,313.6
| 0.213562
|
2017-08-17 07:57:00
| 4,313.62
| 4,313.62
| 4,308.83
| 4,308.83
| 1.332596
|
2017-08-17 07:58:00
| 4,308.83
| 4,308.83
| 4,308.83
| 4,308.83
| 0
|
2017-08-17 07:59:00
| 4,308.83
| 4,308.83
| 4,308.83
| 4,308.83
| 0.560266
|
2017-08-17 08:00:00
| 4,308.83
| 4,308.83
| 4,308.83
| 4,308.83
| 0
|
2017-08-17 08:01:00
| 4,308.83
| 4,308.83
| 4,308.83
| 4,308.83
| 0.136105
|
2017-08-17 08:02:00
| 4,308.83
| 4,308.83
| 4,308.83
| 4,308.83
| 0
|
2017-08-17 08:03:00
| 4,308.83
| 4,308.83
| 4,308.83
| 4,308.83
| 0.21717
|
2017-08-17 08:04:00
| 4,308.83
| 4,308.83
| 4,304.31
| 4,304.31
| 0.12958
|
2017-08-17 08:05:00
| 4,308.83
| 4,328.69
| 4,308.83
| 4,328.69
| 3.256981
|
2017-08-17 08:06:00
| 4,328.69
| 4,328.69
| 4,328.69
| 4,328.69
| 0.512132
|
2017-08-17 08:07:00
| 4,328.69
| 4,328.69
| 4,328.69
| 4,328.69
| 0.342269
|
2017-08-17 08:08:00
| 4,328.69
| 4,328.69
| 4,328.69
| 4,328.69
| 0.152537
|
2017-08-17 08:09:00
| 4,328.69
| 4,328.69
| 4,328.69
| 4,328.69
| 0.010853
|
2017-08-17 08:10:00
| 4,328.69
| 4,328.69
| 4,328.69
| 4,328.69
| 0.155944
|
2017-08-17 08:11:00
| 4,328.69
| 4,328.69
| 4,328.69
| 4,328.69
| 0
|
2017-08-17 08:12:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.064332
|
2017-08-17 08:13:00
| 4,320
| 4,320
| 4,304.31
| 4,304.31
| 0.12325
|
2017-08-17 08:14:00
| 4,304.31
| 4,304.31
| 4,304.31
| 4,304.31
| 0
|
2017-08-17 08:15:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.63019
|
2017-08-17 08:16:00
| 4,312.14
| 4,319.99
| 4,312.14
| 4,319.99
| 4.193217
|
2017-08-17 08:17:00
| 4,319.99
| 4,319.99
| 4,319.99
| 4,319.99
| 0
|
2017-08-17 08:18:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.083587
|
2017-08-17 08:19:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.544539
|
2017-08-17 08:20:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.956569
|
2017-08-17 08:21:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0
|
2017-08-17 08:22:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.241428
|
2017-08-17 08:23:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.062136
|
2017-08-17 08:24:00
| 4,320
| 4,320
| 4,320
| 4,320
| 2.18634
|
2017-08-17 08:25:00
| 4,319.22
| 4,319.22
| 4,319.22
| 4,319.22
| 4.112028
|
2017-08-17 08:26:00
| 4,320
| 4,320
| 4,320
| 4,320
| 2.081048
|
2017-08-17 08:27:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.06254
|
2017-08-17 08:28:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0
|
2017-08-17 08:29:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.793873
|
2017-08-17 08:30:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.179009
|
2017-08-17 08:31:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.590538
|
2017-08-17 08:32:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.048053
|
2017-08-17 08:33:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.030719
|
2017-08-17 08:34:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.179059
|
2017-08-17 08:35:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.501599
|
2017-08-17 08:36:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.019386
|
2017-08-17 08:37:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.373933
|
2017-08-17 08:38:00
| 4,320
| 4,320
| 4,320
| 4,320
| 0.09839
|
2017-08-17 08:39:00
| 4,291.37
| 4,291.37
| 4,291.37
| 4,291.37
| 0.134767
|
End of preview.
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