Datasets:

---

LordNR

/

AMLGraphX-IBM-AML

like 0

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 11 new columns ({'Is Laundering', 'Payment Currency', 'Account', 'Account.1', 'Timestamp', 'Amount Received', 'Amount Paid', 'Receiving Currency', 'From Bank', 'Payment Format', 'To Bank'}) and 11 missing columns ({'__index_level_7__', '__index_level_9__', 'BEGIN LAUNDERING ATTEMPT - STACK', '__index_level_5__', '__index_level_8__', '__index_level_3__', '__index_level_6__', '__index_level_2__', '__index_level_0__', '__index_level_1__', '__index_level_4__'}).

This happened while the csv dataset builder was generating data using

zip://HI-Large_Trans.csv::hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-HI-Large.zip, ['hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-HI-Large.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-HI-Medium.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-HI-Small.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-LI-Large.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-LI-Medium.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-LI-Small.zip']

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 "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              Timestamp: string
              From Bank: int64
              Account: string
              To Bank: int64
              Account.1: string
              Amount Received: double
              Receiving Currency: string
              Amount Paid: double
              Payment Currency: string
              Payment Format: string
              Is Laundering: int64
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1630
              to
              {'BEGIN LAUNDERING ATTEMPT - STACK': Value('float64'), '__index_level_0__': Value('string'), '__index_level_1__': Value('float64'), '__index_level_2__': Value('string'), '__index_level_3__': Value('float64'), '__index_level_4__': Value('string'), '__index_level_5__': Value('float64'), '__index_level_6__': Value('string'), '__index_level_7__': Value('float64'), '__index_level_8__': Value('string'), '__index_level_9__': Value('string')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              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 11 new columns ({'Is Laundering', 'Payment Currency', 'Account', 'Account.1', 'Timestamp', 'Amount Received', 'Amount Paid', 'Receiving Currency', 'From Bank', 'Payment Format', 'To Bank'}) and 11 missing columns ({'__index_level_7__', '__index_level_9__', 'BEGIN LAUNDERING ATTEMPT - STACK', '__index_level_5__', '__index_level_8__', '__index_level_3__', '__index_level_6__', '__index_level_2__', '__index_level_0__', '__index_level_1__', '__index_level_4__'}).
              
              This happened while the csv dataset builder was generating data using
              
              zip://HI-Large_Trans.csv::hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-HI-Large.zip, ['hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-HI-Large.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-HI-Medium.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-HI-Small.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-LI-Large.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-LI-Medium.zip', 'hf://datasets/LordNR/AMLGraphX-IBM-AML@16c8fdaf865cadb33f88df5457d00f3110f885de/IBM-AML-LI-Small.zip']
              
              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)