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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)
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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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